---
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- sentence-transformers
- sentence-similarity
- feature-extraction
- dense
- generated_from_trainer
- dataset_size:784
- loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-small-en
widget:
- source_sentence: 'Use these 7 ingredients to prevent hyperpigmentation Dark patches
or hyperpigmentation results from excess melanin production. Your body gets the
zeal to produce more melanin when it is overtly exposed to the sun, radiation,
or hormonal imbalance. The more melanin your body generates, the darker your skin
becomes. So, if you are wondering how to treat hyperpigmentation, these 7 ingredients
listed below can come to your rescue: 1. Azelaic Acid for Hyperpigmentation Being
a tyrosinase inhibitor, Azelaic acid aids in preventing and treating hyperpigmentation.
It has anti-inflammatory properties that help to tackle both acne and hyperpigmentation.
This organic acid works mildly yet effectively on the skin to suppress hyperpigmentation.
People can use azelaic acid for pigmentation during pregnancy to treat melasma
that invades the skin due to hormonal changes. Those suffering from melasma can
derive benefits from the topical application of 20% azelaic acid on the skin.
2. Vitamin C for Hyperpigmentation How to treat hyperpigmentation, you ask? Trust
vitamin C and include this rich source of antioxidants in your hyperpigmentation
skincare routine. Vitamin C aka ascorbic acid adeptly slows down melanin production
by inhibiting the action of the enzyme tyrosinase (responsible for melanin production).
On the other hand, this powerful antioxidant helps to depigment the hyperpigmentation
spots on the skin. Other than this, vitamin C actively works in collagen synthesis
and provides optimal photoprotection. So, use this vitamin, i.e., ingredient for
hyperpigmentation to get superb treatment for dark spots on the skin. 3. Kojic
Acid for Hyperpigmentation If you are looking for a treatment for pigmented skin,
you can trust Kojic acid for pigmentation-induced spot correction process. Kojic
acid is derived from a certain type of fungus and is useful in preventing and
treating hyperpigmentation. By using this potent ingredient, you can get effective
results for all types of hyperpigmentation including post-inflammatory, sun-induced
hyperpigmentation, and age spots. If you are looking for an organic ingredient
to fade away dark spots and get an even complexion, then Kojic acid is the answer.
4. Niacinamide for Hyperpigmentation Made from niacin (vitamin B3), niacinamide
helps limit pigmentation issues. Wondering how? This skin-lightening compound
expertly works by inhibiting transfer of melanosome. In layman’s terms, Niacinamide
limits the transfer of small structures in a cell that causes pigmentation. As
a result, you can notice visible changes in the appearance of dark spots and sun-induced
damage. Those who have dry or sensitive skin, pigmented skin, inflammatory issues,
and wrinkles can reap maximum benefits from niacinamide. 5. Arbutin for Hyperpigmentation
If you are searching for answers to how to treat hyperpigmentation, Arbutin is
what you need to include in your skincare ritual. Arbutin is a star ingredient
popular for its skin-lightening and de-pigmenting capabilities. This naturally
occurring plant-derived compound inhibits tyrosinase activity, which means it
can control melanin production and prevent hyperpigmentation and dark spots. Include
arbutin in the list of ingredients for hyperpigmentation treatment to flaunt bright
younger-looking skin. 6. Retinol for Hyperpigmentation Retinol is a popular ingredient
for hyperpigmentation treatment. It is a type of retinoid (made from vitamin A)
that help lighten light to brown dark spots on the fa'
sentences:
- Why are face serums important, you ask? Well, facial serums are turbo-charged,
concentrated treatments, which make them a must-have for every beauty routine.
This skincare staple contains a higher amount of active ingredients and can efficiently
penetrate into the deeper layers of the skin due to its unique formulation. But
how do we identify which serum is ideal for us, based on our skin type and concern?
We’re here to help you. We have compiled a list of serums for glowing skin, dull
skin, spot correction and more to let you see how these holy grails can help dry
skin, brighten the complexion or turn back the clock. Read on to know how to pick
an ideal one. Serum for Skin Brightening Pigment spots, dull skin, tired features,
and small blemishes – these are the typical signs of a worn-out skin that need
a brightening boost. This is where the skin-brightening serums come into play.
Packed with active ingredients, they're designed to reduce pigment spots by regulating
melanin production. And that's not all - they also even out the skin tone, thanks
to a blend of brightening and light-reflecting ingredients combined with antioxidants
to give your skin an instant glow. We recommend you to use L’Oréal Paris Glycolic
Bright Skin Brightening Serum. It is one of the best serums for hyperpigmentation,
which derives its power from glycolic acid to penetrate the deeper layers of skin,
and even out the basal layer of the skin to limit melanin build-up. Containing
1% glycolic acid, this face serum for pigmentation and dark spot treatment helps
to reduce up to five years of dark spots in a few weeks and get you even-toned,
bright, and radiant skin. Shop Now Serum for Hydration If your skin's feeling
tight, your features look drawn and you've spotted lines, it’s because your skin
is dehydrated. In such cases, along with using your regular day or night creams,
you also need to use a hydration serum for the face. Hydrating serums supply intense
hydration to your skin as they can reach the internal layers of the skin to fill
up the pores with an extra layer of hydration. However, this does not mean that
your face serum can replace a moisturiser. These two skincare staples need to
be layered properly (i.e. serum followed by moisturiser) to seal in the moisture
and other beneficial ingredients to increase the hydration level of your skin.
Hydration serums for the face usually contain Hyaluronic acid as the primary skincare
ingredient (that also naturally occurs in body) that can hold up to 1000 times
its weight in water, meaning it can impressively retain water in the epidermis
to keep your skin hydrated. We recommend you use the L’Oréal Paris Revitalift
1.5 % Hyaluronic Acid Serum 30ml. Boosted with 1.5% Hyaluronic acid, it is one
of the best serums of hydration that leaves your skin supremely hydrated, and
plump, and add intense radiance. Do you know what makes it one of the best serums
for hydration? Its fragrance-free, paraben-free, and alcohol-free formula that
makes it a suitable product for all skin types. Shop Now Serum for Ageing Skin
Serums for mature skin or anti-ageing serums are three to four times more concentrated
than anti-ageing creams, making it perfect for mature skin. Nothing beats them
when it comes to zapping wrinkles, plumping up the skin, promoting cell turnover,
repairing cells, and reducing pigment spots. An anti-wrinkle serum targets fine
lines, and wrinkles and ensures they regain their firmness and plump look. Anti-ageing
or a
- 'Use these 7 ingredients to prevent hyperpigmentation Dark patches or hyperpigmentation
results from excess melanin production. Your body gets the zeal to produce more
melanin when it is overtly exposed to the sun, radiation, or hormonal imbalance.
The more melanin your body generates, the darker your skin becomes. So, if you
are wondering how to treat hyperpigmentation, these 7 ingredients listed below
can come to your rescue: 1. Azelaic Acid for Hyperpigmentation Being a tyrosinase
inhibitor, Azelaic acid aids in preventing and treating hyperpigmentation. It
has anti-inflammatory properties that help to tackle both acne and hyperpigmentation.
This organic acid works mildly yet effectively on the skin to suppress hyperpigmentation.
People can use azelaic acid for pigmentation during pregnancy to treat melasma
that invades the skin due to hormonal changes. Those suffering from melasma can
derive benefits from the topical application of 20% azelaic acid on the skin.
2. Vitamin C for Hyperpigmentation How to treat hyperpigmentation, you ask? Trust
vitamin C and include this rich source of antioxidants in your hyperpigmentation
skincare routine. Vitamin C aka ascorbic acid adeptly slows down melanin production
by inhibiting the action of the enzyme tyrosinase (responsible for melanin production).
On the other hand, this powerful antioxidant helps to depigment the hyperpigmentation
spots on the skin. Other than this, vitamin C actively works in collagen synthesis
and provides optimal photoprotection. So, use this vitamin, i.e., ingredient for
hyperpigmentation to get superb treatment for dark spots on the skin. 3. Kojic
Acid for Hyperpigmentation If you are looking for a treatment for pigmented skin,
you can trust Kojic acid for pigmentation-induced spot correction process. Kojic
acid is derived from a certain type of fungus and is useful in preventing and
treating hyperpigmentation. By using this potent ingredient, you can get effective
results for all types of hyperpigmentation including post-inflammatory, sun-induced
hyperpigmentation, and age spots. If you are looking for an organic ingredient
to fade away dark spots and get an even complexion, then Kojic acid is the answer.
4. Niacinamide for Hyperpigmentation Made from niacin (vitamin B3), niacinamide
helps limit pigmentation issues. Wondering how? This skin-lightening compound
expertly works by inhibiting transfer of melanosome. In layman’s terms, Niacinamide
limits the transfer of small structures in a cell that causes pigmentation. As
a result, you can notice visible changes in the appearance of dark spots and sun-induced
damage. Those who have dry or sensitive skin, pigmented skin, inflammatory issues,
and wrinkles can reap maximum benefits from niacinamide. 5. Arbutin for Hyperpigmentation
If you are searching for answers to how to treat hyperpigmentation, Arbutin is
what you need to include in your skincare ritual. Arbutin is a star ingredient
popular for its skin-lightening and de-pigmenting capabilities. This naturally
occurring plant-derived compound inhibits tyrosinase activity, which means it
can control melanin production and prevent hyperpigmentation and dark spots. Include
arbutin in the list of ingredients for hyperpigmentation treatment to flaunt bright
younger-looking skin. 6. Retinol for Hyperpigmentation Retinol is a popular ingredient
for hyperpigmentation treatment. It is a type of retinoid (made from vitamin A)
that help lighten light to brown dark spots on the fa'
- Apply a serum as soon as lip wrinkles begin to appear. Apply it before an anti-ageing
cream, both morning and night, using small circular movements. A quick and easy
tip to help reduce their appearance is to lightly tap each fine line. If you use
a serum or cream whose formula is rich in hyaluronic acid it will act as a wrinkle
filler. After your anti-ageing treatment, apply a smoothing foundation or BB cream.
Why? It will help even out your skin tone, thereby masking fine lines and wrinkles.
Powders can sometimes accentuate lines and wrinkles, so be careful not to dust
it on too heavily. Avoid dark colours and mattifying lipsticks, as they will thin
your lips and make wrinkles even more apparent. Which is the last thing you need!
Opt instead for satin or iridescent textures that will make your lips look gorgeously
plump. And go for lighter colours. Do some facial gymnastics several times a week
- they can be done any time, anywhere! A facial workout will tighten your muscles
and gradually decrease lip wrinkles - be patient though, it takes time for this
trick to work. But all good things come to she who waits! If your wrinkles have
become quite deep, and it is making you feel self-conscious, it may be time to
think about having a filler treatment. Hyaluronic injections will fill and smooth
out lip wrinkles in a flash. But always make sure they are administered by a qualified
dermatologist. If your skin has been damaged by the sun or smoking, your dermatologist
can always apply a peel, to help your skin renew itself and regain a smoother,
softer, youthful complexion.
- source_sentence: Four times thinner than the rest of the face, the skin around the
eye is the most delicate and is easily affected. With more than 20,000 blinks
per day, the eye area is subjected to muscular tensions which have a noticeable
impact on the firmness of the muscle tissue. From the beginning of your 30s, this
super delicate area should be at the forefront of your beauty concerns as well
as your beauty routine. You'll find that the first expression lines to appear
will be under your eyes and they will also be dotted with dehydration lines. And
then, of course, dark circles and bags will make an appearance thanks to hectic
days and short nights. On top of this, by the end of your 40s the tear trough
starts to deepen. And at around 50, the general loss of volume your face experiences
obviously doesn't show the eye area or the tear trough any mercy. When looking
for an under eye cream, look for a cream that will help smooth out fine lines
and wrinkles, bring some density and volume back to the skin around the eye area,
and reduce dark circles and under-eye bags. So, which active ingredients should
you be keeping an eye out for in the cream's formulation to bump it up into this
best eye cream category? Draining and decongestant ones of course (like caffeine)
but you also need a hydrating and plumping ingredient and there is nothing better
for this than hyaluronic acid. However, you should preferably choose one that
works on a smaller-scale, such as micrometric hyaluronic acid, so that it can
be easily absorbed. Finally, another requirement is that the cream should be liquid
enough so that it can be spread easily over the ultra-sensitive area around the
eye and help soften it. For example, you can try the L’Oréal Paris Revitalift
Laser X3 Transforming Eye Cream that corrects wrinkles and fine lines with results
comparable to a laser session. The hyaluronic acid, pro-xylane and caffeine in
the Laser X3 Transforming Eye Cream restore the skin’s elasticity, reduce fine
lines, and refine your skin’s texture. When you use such a cream, your eye area
will be rejuvenated from the very first application, as the micrometric hyaluronic
acid is capable of instantly filling in any dehydration lines. Gradually, it will
plump up the expression lines and banish all signs of tiredness around your eyes.
The best time to apply an eye cream is twice a day, morning and evening. Apply
a slightly thicker layer if you want to use it as an ultra-fine mask which absorbs
very quickly when you pat it in, without needing to rub too much. Then build it
into your normal morning and evening skincare routines.
sentences:
- Four times thinner than the rest of the face, the skin around the eye is the most
delicate and is easily affected. With more than 20,000 blinks per day, the eye
area is subjected to muscular tensions which have a noticeable impact on the firmness
of the muscle tissue. From the beginning of your 30s, this super delicate area
should be at the forefront of your beauty concerns as well as your beauty routine.
You'll find that the first expression lines to appear will be under your eyes
and they will also be dotted with dehydration lines. And then, of course, dark
circles and bags will make an appearance thanks to hectic days and short nights.
On top of this, by the end of your 40s the tear trough starts to deepen. And at
around 50, the general loss of volume your face experiences obviously doesn't
show the eye area or the tear trough any mercy. When looking for an under eye
cream, look for a cream that will help smooth out fine lines and wrinkles, bring
some density and volume back to the skin around the eye area, and reduce dark
circles and under-eye bags. So, which active ingredients should you be keeping
an eye out for in the cream's formulation to bump it up into this best eye cream
category? Draining and decongestant ones of course (like caffeine) but you also
need a hydrating and plumping ingredient and there is nothing better for this
than hyaluronic acid. However, you should preferably choose one that works on
a smaller-scale, such as micrometric hyaluronic acid, so that it can be easily
absorbed. Finally, another requirement is that the cream should be liquid enough
so that it can be spread easily over the ultra-sensitive area around the eye and
help soften it. For example, you can try the L’Oréal Paris Revitalift Laser X3
Transforming Eye Cream that corrects wrinkles and fine lines with results comparable
to a laser session. The hyaluronic acid, pro-xylane and caffeine in the Laser
X3 Transforming Eye Cream restore the skin’s elasticity, reduce fine lines, and
refine your skin’s texture. When you use such a cream, your eye area will be rejuvenated
from the very first application, as the micrometric hyaluronic acid is capable
of instantly filling in any dehydration lines. Gradually, it will plump up the
expression lines and banish all signs of tiredness around your eyes. The best
time to apply an eye cream is twice a day, morning and evening. Apply a slightly
thicker layer if you want to use it as an ultra-fine mask which absorbs very quickly
when you pat it in, without needing to rub too much. Then build it into your normal
morning and evening skincare routines.
- 'Sunshine and heat can cause skin to lose its velvety, matte look, as pores produce
more sebum, making our faces look shiny and oily. And there''s another culprit;
sweating. Caused by heat, stress or exertion, sweat mixes with sebum and increases
any shine. But don''t worry, we''ve got a plan to help you beat the grease this
summer. Step 1: Purify once or twice a week. Applying a purifying, cleansing clay
face mask will detoxify your skin and rid it of impurities. Your skin will breathe
better, your pores will tighten, blackheads will disappear and sebum secretion
will be kept in check. Shiny, oily skin will be a thing of the past. Step 2: Cleanse
morning and night. Our sebaceous glands go into overdrive at night, so don''t
be surprised if you wake up to oily skin. To keep your complexion as matte as
possible, cleanse your skin at night to get rid of any sweat and grime accumulated
during the day. Repeat in the morning to remove excess sebum produced during the
night. Step 3: Moisturise every day. Even if your skin is oily, it still needs
hydrating. Opt for a light formula, suited to oily skin, that penetrates quickly;
its active ingredients will fight any shine by absorbing sebum and sweat. Step
4: Apply corrective cosmetics. Two items to slip in your make-up bag: a mattifying
blotter that contains absorbing agents (like talc, kaolin, zinc) and a mattifying,
loose powder that will give you velvety skin at any time of day. Now, back to
the beach!'
- 'Let’s face it! Summers wreaks havoc on all the skin types but people with oily
skin type suffer the wrath a bit more. The hot and humid days of summers trigger
sebaceous glands to produce excessive oil, making your skin greasy and allowing
dust, dirt, pollution, and acne-causing bacteria to stick to the skin’s surface.
Result! People with oily skin struggle with clogged pores, inflammation, and acne!
That’s why, it’s necessary to indulge in an effective summer skincare routine
for oily skin to avoid acne breakouts and clogged pores. If you don’t know where
to start, we’ve got your back. Here’s a thorough AM and PM summer skincare routine
for oily skin that will help you take care of your precious skin during the hot,
humid days. Summer Skincare Routine For Oily Skin Check out the following AM and
PM routines and tackle oily skin in summer like a pro: AM Summer Skincare Routine
For Oily Skin Step 1: Cleansing Start your AM summer skincare routine for oily
skin by cleansing your skin with a dedicated oil-control face wash and rinsing
it with cold water. Cleansers help to eliminate dirt, dust, pollution, and sebum
from your skin and prepare it for the next steps of your skincare routine. We
recommend you to use the L’Oréal Paris Revitalift Crystal Foam Gel as it reaches
up to 10 layers deep to exfoliate dead cells, unclog pores, and control sebum
production. Shop Now Step 2: Exfoliate Make exfoliation a part of your summer
skincare for oily skin if you haven’t included it already. Exfoliators help to
unclog pores, minimise whiteheads and blackheads, accelerate the skin renewal
process, stimulate blood flow, and enhance the skin’s hydration and moisture levels.
Those with oily skin must exfoliate twice or thrice a week to remove excess sebum,
dirt, and dead skin build-up from the skin’s surface. Pro tip: Don’t over-exfoliate
oily skin as it might irritate the skin. Step 3: Apply Toner An ideal summer skincare
routine for oily skin is incomplete without toning. A targeted toner for oily
skin pulls out residual impurities from your skin after cleansing. Additionally,
toning aids in shrinking the pore size, minimising the appearance of pores, thus
giving your skin a smooth appearance. Step 4: Hydrate with Face Mask Avoid oily
skin in summer by including a face mask in your AM skincare regime. Oily skin
needs hydration to maintain oil balance. Enter sheet mask! Sheet masks are known
for their hydrating capabilities, tightening the appearance of pores, and closing
open pores. So, pamper your skin this summer by applying a sheet mask. We recommend
you use the L’Oréal Paris Revitalift Crystal Micro-Essence Sheet Mask as it’s
formulated with an advanced patent cushion tissue mask technology with up to 30x
more absorption power to make the skin hydrated, smooth, and radiant. Shop Now
Step 5: Moisturising Complete your morning CTM routine for oily skin in summer
by applying a water-based lightweight moisturiser or cream. While looking for
moisturisers for oily skin, go for ingredients like salicylic acid and benzoyl
peroxide. Salicylic acid is a star ingredient when it comes to tackling oily skin
as it helps to unclog pores and prevent breakouts. Benzoyl peroxide, on the other
hand, removes acne-causing bacteria, and manages skin oiliness, and breakouts.
We recommend you to include L’Oréal Paris Revitalift Crystal Gel Cream in your
summer oily skin care routine as it is made with a water-based, oil-free formulation
to prevent inflammation. Shop Now S'
- source_sentence: Learn how to do flawless eye makeup with our boldest eyeliner tips.
328 result(s) sort 6 Myths About Eyeliner, Debunked Read More 5 Editors Share
the L’Oréal Paris Mascaras They Can’t Live Without Read More Why Are My Eyelashes
Falling Out? Read More 4 Eyeliner Tips For Hooded Eyes Read More 20 Colored Eyeliner
Shades for an Electric Makeup Look Read More 4 Signs That Mean It’s Time to Get
Your Eyebrows Done Read More 6 Of the Best Colored Pencils to Replace Your Go-To
Black Eyeliner Read More Microblading vs. Eyebrow Tint — How to Know Which One
Is Best For You Read More 3 Editors Put the Infallible Grip Precision Felt Liner
to the Test — Here’s Why They’re Obsessed Read More What’s the Difference Between
Black and Brown Mascara? Read More How to Use Eyelash Primer to Boost Your Mascara
Read More Home / articles / makeup / eye-makeup More to Explore About us Beauty
Magazine The Other Side Virtual Try-On Skin Genius Offers Beauty Magazine All
Articles Makeup Articles Skincare Articles Hair Color Articles Hair Style Articles
Hair Care Articles Customer Service Contact Us My Account Social Facebook YouTube
Pinterest Snapchat Change Country Privacy PolicyAccessibility Statement Cookie
Settings Terms and ConditionsUser Content Permission Terms @ 2023 L'Oréal Paris
sentences:
- 'Your guide to get you the best results. Although you may not know it, the order
in which you apply your products in your skin care routine is actually the key
to ensuring that the products are as effective, helping your skin reap all their
benefits. We love using the L''Oreal Paris Revitalift Derm Intensives line of
moisturizers, cleansers, treatments and serums in our skin care routines to keep
our skin looking youthful and radiant. However, when you’re not sure about which
products work together and what order to apply them in, layering might feel like
a science experiment. Don’t worry, because we’re breaking down everything you
need to know about layering the Revitalift Derm Intensives products, ahead. How
To Layer the L’Oréal Paris Revitalift Derm Intensives Step 1: Cleanser While a
cleanser technically isn’t being layered, it’s an important first step. Be sure
to start any skin care routine off with a cleanser, like the L’Oréal Paris Revitalift
3.5% Pure Glycolic Acid Cleanser. This gel cleans the skin and preps it for serums
and treatments while gently exfoliating away dead skin cells and pore-clogging
dirt to reveal smoother, brighter skin. Step 2: Toner Using a toner might not
seem essential, but hear us out. Even after washing your face, there can still
be residual dirt, grime and oil sitting on your skin. In order to reap the full
benefits of products to come, you’ll want to get rid of the remaining impurities.
Apply some of the L’Oréal Paris Revitalift Derm Intensives 5% Glycolic Acid Toner
to a cotton pad and swipe it across your skin. In addition to clearing gunk from
the surface of your skin, this toner works to soothe, moisturize and exfoliate
the skin, prepping it for your serum. Step 3: Facial Serum As a rule of thumb,
apply products that have the thinnest or lightest consistencies and work your
way up to ones that are heavier. So, with that said, opt for a lightweight hyaluronic
acid serum first and apply it on top of damp skin. Feel free to pat a few drops
of the L’Oréal Paris Derm Intensives 1.5% Pure Hyaluronic Acid Serum onto just-toned
skin for hydration and an instant plumping effect. Step 4: Moisturizer After the
serum has soaked into the skin, it’s time to apply a moisturizer to lock in hydration.
During the day, we recommend using the L’Oréal Paris Revitalift Anti-Wrinkle +
Firming Day Cream SPF 25. It’s lightweight and contains SPF, which is extremely
important to prevent sun damage (read: premature signs of skin aging). We love
incorporating the L’Oréal Paris Revitalift Retinol and Niacinamide Pressed Night
Cream into our nighttime routines because not only does it deeply moisturize the
skin, but it also helps to even skin tone and reduce the appearance of wrinkles.
This pressed night cream is formulated with retinol and niacinamide, which helps
promote a healthier-looking complexion for smoother, more radiant skin come morning,
and over time visibly reduce the look of wrinkles and uneven texture. Step 5:
Eye Cream Before you head out for the day or drift off to sleep, finish off your
skin care routine with an eye cream or serum. We can’t get enough of the L’Oréal
Paris Revitalift Derm Intensives with 1.5% Hyaluronic Acid + 1% Caffeine Eye Serum
and it’s cooling triple roller. The combination of hyaluronic acid and caffeine
replumps and brightens the under eye area in just a few swipes. The cooling triple
roller applicator gives the skin under eyes a full contour massage, which helps
to further depuff and mak'
- 'While the winter season includes fun stuff like holiday shopping, ice skating,
and sipping on spiked hot beverages, freezing winds and dry indoor heat can really
do a number on your hair. Yep — there’s always a downside. But you don’t have
to let the extreme weather conditions knock you — or your hair — down. Just because
the temperatures have dropped doesn’t mean that your hair’s health has to plummet.
We’re helping you nourish dry hair and tame the appearance of frizzy hair caused
by winter hats with winter hair care tips, along with our best hair care product
recommendations. Consider this your official guide to winter hair care. Edited
by: Alyssa Kaplan, Photography: Chaunte Vaughn, Senior Art Direction: Melissa
San Vicente-Landestoy, Senior Visual Designer: Hannah Packer, Associate Creative
Producer: Becca Solovay, Makeup Artist: Jonet Williamson, Hair Stylist: Akihisa
Yamaguchi, Wardrobe Assistant: Victoria Ochoa, Digital Tech: Kyle Thompson, Model:
AnnChristine Velazquez'
- Learn how to do flawless eye makeup with our boldest eyeliner tips. 328 result(s)
sort 6 Myths About Eyeliner, Debunked Read More 5 Editors Share the L’Oréal Paris
Mascaras They Can’t Live Without Read More Why Are My Eyelashes Falling Out? Read
More 4 Eyeliner Tips For Hooded Eyes Read More 20 Colored Eyeliner Shades for
an Electric Makeup Look Read More 4 Signs That Mean It’s Time to Get Your Eyebrows
Done Read More 6 Of the Best Colored Pencils to Replace Your Go-To Black Eyeliner
Read More Microblading vs. Eyebrow Tint — How to Know Which One Is Best For You
Read More 3 Editors Put the Infallible Grip Precision Felt Liner to the Test —
Here’s Why They’re Obsessed Read More What’s the Difference Between Black and
Brown Mascara? Read More How to Use Eyelash Primer to Boost Your Mascara Read
More Home / articles / makeup / eye-makeup More to Explore About us Beauty Magazine
The Other Side Virtual Try-On Skin Genius Offers Beauty Magazine All Articles
Makeup Articles Skincare Articles Hair Color Articles Hair Style Articles Hair
Care Articles Customer Service Contact Us My Account Social Facebook YouTube Pinterest
Snapchat Change Country Privacy PolicyAccessibility Statement Cookie Settings
Terms and ConditionsUser Content Permission Terms @ 2023 L'Oréal Paris
- source_sentence: 'Wedding season is in full swing and whether you’re a bride or
a guest, wedding hair and makeup are things you probably think about often. While
it can be overwhelming to find the right look, once you crack the code, it’s a
formula you can recreate for every wedding you attend going forward — kind of
like a wedding uniform. Part of building that uniform is having the right set
of tools, AKA, the right makeup products for the job. When you think of all the
pictures that are taken during the ceremony and celebrations, your makeup has
to look good and the products that you choose matter. Ahead, discover all the
best wedding makeup products to stock in your makeup kit for any upcoming nuptials.
Whether you''re the bride or a guest, you''ll need these makeup products to complete
your look. Primer Makeup primer helps to create a smooth base for your makeup
and it also helps to extend your makeup wear time — plus, you can also pick a
formula to address common skin concerns like large pores or excess oil. If priming
is a step you normally skip, you shouldn’t, especially for a wedding. A solid
primer will make a huge difference in ensuring your makeup lasts through the ceremony
and well throughout the reception. Our pick for large pores: L’Oréal Paris Prime
Lab Up to 24H Pore Minimizer Our pick for dull skin: L’Oréal Paris Prime Lab Up
to 24H Dullness Reducer Our pick for redness: L’Oréal Paris Prime Lab Up to 24H
Redness Eraser Our pick for oily skin: L’Oréal Paris Prime Lab Up to 24H Matte
Setter Foundation Foundation is going to even out your skin tone and conceal blemishes,
so like primer, it’s not a step you want to skip. Even if you don’t wear foundation
on a daily basis, it’s a good idea to wear one on your wedding day so your skin
looks pristine and glowy in all the photos. Look for a formula with buildable
coverage and a natural finish for a skin-like appearance, or, go for a full-coverage
formula to get a flawless and ultra-glam skin look. Our pick for a glowy finish:
L’Oréal Paris True Match Super-Blendable Foundation Our pick for full coverage:
L’Oréal Paris Infallible 24 Hour Fresh Wear Foundation Our pick for a matte finish:
L’Oréal Paris Infallible Up to 24H Fresh Wear Foundation in a Powder Concealer
Concealer adds extra coverage in the areas where you need it, and it can serve
as a contour or highlighter to create a more chiseled and defined visage. To add
more coverage, choose a shade that matches your skin tone, to contour, choose
a shade that’s two to three shades darker than your skin tone, and to highlight,
choose a shade that’s two shades lighter. Our pick: L’Oréal Paris Infallible Full
Wear Concealer up to 24H Full Coverage Bronzer Bronzer adds dimension to your
complexion and it can be used to contour to create the appearance of a slimmer
face shape and chiseled cheekbones. Look for a formula with a neutral tone to
avoid the appearance of orange skin. Our pick: L’Oréal Paris Infallible Up to
24H Fresh Wear Soft Matte Bronzer Blush Blush adds a little bit of color and life
to your complexion. We don’t recommend skipping on this step when it comes to
your wedding makeup because it can make your face look flat. Additionally, we
suggest a matte formula because it won’t include chunky glitter or emphasize texture.
Our pick: L’Oréal Paris Infallible Up to 24H Fresh Wear Soft Matte Blush Highlighter
Blush adds color to brighten your complexion, while highlighter adds a glow that
gives your skin a radiant, healthy-looking appearanc'
sentences:
- 'Different types of sunscreens Do you know how sunscreens work on the skin? Sunscreens
contain active ingredients that build protective UV filters and prevent harmful
sun rays from entering the skin. Thus, sunscreens protect you from harmful UV
rays, reduce sunburn, delay premature skin ageing, and reduce the risk of skin
cancer. However, there is a considerable difference in these filtration mechanisms,
which leads to the segregation of sunscreen types. The two types of sunscreens
are as follows: Physical sunscreen / Mineral sunscreen Mineral sunscreens position
themselves on the outermost layer of the skin and act as a physical barrier by
diverting sun rays, much like tiny mirrors. As physical sunscreen or mineral sunscreens
directly block sun rays at the surface level, they can provide optimal protection
against UVA and UVB rays. Mineral sunscreens usually contain active ingredients
like titanium dioxide and zinc dioxide, or a combination of the two. Since mineral
sunscreens act as a physical blocker, their power activates as soon as they are
applied to the skin. Hence, you need to wait for it to absorb into the skin before
stepping out under the sun. This type of sunscreen needs to be frequently applied
and may leave a whitish cast on your skin. Chemical sunscreen Unlike physical
sunscreens, chemical sunscreens penetrate into the deeper layers of the skin.
They work by absorbing the UV rays and converting them into heat before releasing
them from the skin. This type of sunscreen contains active ingredients like oxybenzone,
octinoxate, octocrylene, octisalate, homosalate, avobenzone, or combinations.
Your skin may not get protection against all types of UV rays as these rays need
to end to enter deeper layers to reach and activate the chemical ingredients present
in this type of sunscreen. Chemical sunscreens take approximately 20 minutes to
exert its power so you must apply it 20 minutes prior to going outdoors. Different
types of sunscreens according to skin types To reap the maximum benefits of sunscreen,
you need to find the right match for your skin type. Listed below are sunscreens
for different skin types: Sunscreen for oily skin Oily skin types have overactive
sebaceous glands that produce excessive sebum, resulting in a greasy and shiny
skin surface. Hence, while looking for sunscreen for oily skin, you must check
whether the product is non-greasy, helps mattify the skin, and extends oil-control
benefits. We recommend you to use L’Oréal Paris UV Defender Serum Protector Sunscreen
Matte and Fresh. This sunscreen for oily skin is powered by SPF 50+ PA++++ broad
spectrum and provides sun protection against UVA, UVB, and Long-Range UV. It also
comes with an oil control ingredient called Airlicium that can soak 7x its weight
in sebum to reduce shine and pore visibility within seconds. Shop Now Sunscreen
for dry skin Dry skin requires thorough hydration and nourishment. Hence, the
ideal type of sunscreen for dry skin must contain hydrating agents that would
help elevate the hydration levels in the skin. Our suggestion is L’Oréal Paris
UV Defender Serum Protector Sunscreen Moist and Fresh. Infused with Hyaluronic
acid, this sunscreen for dry skin re-plumps the skin with moisture and gives superior
protection against UVA, UVB, and Long-Range UV (Thanks to the combination of SPF
50+ PA++++). Shop Now Sunscreen for dull skin Looking for the best sunscreen for
dull skin? Try including L’Oréal Paris UV Defender Serum Protector Sunscreen '
- 'Wedding season is in full swing and whether you’re a bride or a guest, wedding
hair and makeup are things you probably think about often. While it can be overwhelming
to find the right look, once you crack the code, it’s a formula you can recreate
for every wedding you attend going forward — kind of like a wedding uniform. Part
of building that uniform is having the right set of tools, AKA, the right makeup
products for the job. When you think of all the pictures that are taken during
the ceremony and celebrations, your makeup has to look good and the products that
you choose matter. Ahead, discover all the best wedding makeup products to stock
in your makeup kit for any upcoming nuptials. Whether you''re the bride or a guest,
you''ll need these makeup products to complete your look. Primer Makeup primer
helps to create a smooth base for your makeup and it also helps to extend your
makeup wear time — plus, you can also pick a formula to address common skin concerns
like large pores or excess oil. If priming is a step you normally skip, you shouldn’t,
especially for a wedding. A solid primer will make a huge difference in ensuring
your makeup lasts through the ceremony and well throughout the reception. Our
pick for large pores: L’Oréal Paris Prime Lab Up to 24H Pore Minimizer Our pick
for dull skin: L’Oréal Paris Prime Lab Up to 24H Dullness Reducer Our pick for
redness: L’Oréal Paris Prime Lab Up to 24H Redness Eraser Our pick for oily skin:
L’Oréal Paris Prime Lab Up to 24H Matte Setter Foundation Foundation is going
to even out your skin tone and conceal blemishes, so like primer, it’s not a step
you want to skip. Even if you don’t wear foundation on a daily basis, it’s a good
idea to wear one on your wedding day so your skin looks pristine and glowy in
all the photos. Look for a formula with buildable coverage and a natural finish
for a skin-like appearance, or, go for a full-coverage formula to get a flawless
and ultra-glam skin look. Our pick for a glowy finish: L’Oréal Paris True Match
Super-Blendable Foundation Our pick for full coverage: L’Oréal Paris Infallible
24 Hour Fresh Wear Foundation Our pick for a matte finish: L’Oréal Paris Infallible
Up to 24H Fresh Wear Foundation in a Powder Concealer Concealer adds extra coverage
in the areas where you need it, and it can serve as a contour or highlighter to
create a more chiseled and defined visage. To add more coverage, choose a shade
that matches your skin tone, to contour, choose a shade that’s two to three shades
darker than your skin tone, and to highlight, choose a shade that’s two shades
lighter. Our pick: L’Oréal Paris Infallible Full Wear Concealer up to 24H Full
Coverage Bronzer Bronzer adds dimension to your complexion and it can be used
to contour to create the appearance of a slimmer face shape and chiseled cheekbones.
Look for a formula with a neutral tone to avoid the appearance of orange skin.
Our pick: L’Oréal Paris Infallible Up to 24H Fresh Wear Soft Matte Bronzer Blush
Blush adds a little bit of color and life to your complexion. We don’t recommend
skipping on this step when it comes to your wedding makeup because it can make
your face look flat. Additionally, we suggest a matte formula because it won’t
include chunky glitter or emphasize texture. Our pick: L’Oréal Paris Infallible
Up to 24H Fresh Wear Soft Matte Blush Highlighter Blush adds color to brighten
your complexion, while highlighter adds a glow that gives your skin a radiant,
healthy-looking appearanc'
- 'If you’re lucky enough to have been in the chair of celebrity makeup artist Allan
Avedaño, then you understand how treasured his hands are. It also means that you
have joined the ranks of celebrities and hitmakers who can boast that they’ve
been blessed with an “Allanface”, which for him simply means you left with a look
that made you feel confident and beautiful. Of course for the rest of us that
means that you left that chair looking like an angel on earth — with wings (eyeliner,
that is) and everything. Actress Simona Tabasco recently got the Allan Avedaño
experience when he gave the actress an Allanface during the 76th annual Cannes
Film Festival. If you’re imagining Lucia vibes for the White Lotus actress, think
again, as the recently minted L’Oréal Paris expert explained that he wanted to
give Tabasco a more sophisticated look than the character she played on the show.
View this post on Instagram A post shared by Allan Avendaño (@allanface) “Lucia
was such a beautiful girl but was not polished, so both nights [we did] very polished
and sophisticated looks, as if Lucia met a prince and got her every dream!” Avedaño
explains. “Simona is such a chameleon in real life and really loves to play, so
one day I’ll get to do a grungy, smoky look on her, but her gowns and Cannes really
called for classic beauty.” He also said that he used her gowns as inspiration
for her makeup as well, playing off her red gown on the first night to do an Audry
Hepburn-esque look with simple winged liner, glowy skin, groomed full brows and
natural soft rosy lips. “The second night was a white gown with sage green details,
[so] we went for a look that was enchanting, ethereal with a bit of sexy,” he
says. “We did a barely there smoke on her eyes, flushed cheeks, flirty lashes
and lush, hydrated rosy lips.” The best part is that he used all L’Oréal Paris
products for Tabasco’s look, and he shared them (plus the steps) with us, so you
can do it at home (and without breaking the bank). Get ready to add these to cart,
stat. Get the Look: Simona Tabasco’s Cannes Film Festival Makeup Whether you’re
getting dolled up for prom, a wedding, graduation or just a night out, enlist
the help of these affordable products you can score right at the drugstore. L’Oréal
Paris Revitalift Derm Intensives 1.5% Hyaluronic Acid Serum and L''Oréal Paris
Revitalift Triple Power Anti-Aging Moisturizer, Fragrance Free “Skin Prep is one
of the most important steps, if not the most important,” explains Avedaño. “Hydrated
plump skin grips onto makeup and blends in seamlessly. I told her that the hyaluronic
acid serum is a must to use prior to the Revitalift Triple Power Moisturizer,
making sure both products are massaged and absorbed into the skin completely to
give you makeup a perfect canvas. Simona has beautiful skin already but adding
this extra step really amps up the look and feels really great.” L’Oréal Paris
Prime Lab Up to 24H Pore Minimizer After you prep with skin care, add a primer
to help extend the wear of your makeup and to give your foundation and concealer
an even base to glide onto. L’Oréal Paris True Match Lumi Glotion Natural Glow
Enhancer and L’Oréal Paris True Match Super-Blendable Foundation This TikTok viral
highlighter lotion and liquid foundation can be worn solo or used together to
get a stunning look that oozes with radiance. “I mixed Lumi Glotion into her True
Match foundation to add extra luminosity. Then I used the Lumi Glotion and buffed
it onto the high poin'
- source_sentence: 'What is hyaluronic acid? Hyaluronic acid is a natural substance
found in our eyes, skin, joints of the bones and some other parts of the body.
It is found in humans and animals, both. It is a humectant that has the ability
to pull water from the atmosphere and help retain it. Hyaluronic acid’s main function
is to keep the tissues of your body moist and well-lubricated. Consider it like
a sponge that pulls the water to hydrate and plump its surroundings. In simple
words, it acts like a moisturiser for your scalp and strands. It is biodegradable,
biocompatible and can also be made synthetically via a biotechnological process
with the use of energy and bacteria. Though this magic ingredient is not found
in your hair naturally, you can achieve maximum hyaluronic acid benefits for hair
by including it in your hair care routine immediately. Shop Now Hyaluronic acid
benefits for hair • Hydrates the scalp and strands – Hyaluronic acid seals in
the moisture from products and allows hair fibres to retain it, leaving the hair
feeling hydrated. This in turn allows collagen to thrive in the skin and scalp
and prevents dryness. • Reduces frizz – Using hyaluronic acid on hair prevents
unwanted moisture that causes frizziness. It does so by sealing the cuticle. •
Plumps the hair – This superstar ingredient helps to plump up dry, damaged hair
and adds life to parched strands. This in turn could help to add volume to your
roots. • Revitalises high porosity hair – Dry, damaged hair does not retain moisture
easily. Hyaluronic acid helps to fill in the cracks of porous hair and minimises
moisture loss. • Adds strength – Hyaluronic acid provides your hair with the nourishment
it needs and leaves it feeling softer, stronger, and less prone to breakage. •
Improves texture – Hyaluronic acid helps to condition the hair so that it looks
smooth and feels soft. Apart from improving elasticity, it also adds shine to
the hair and may help you achieve glossier hair. Shop Now Is hyaluronic acid beneficial
for all hair types? Yes, hyaluronic acid is a universal ingredient that can be
used by anyone and everyone, regardless of their hair type. However, people with
dry, frizzy, brittle, and damaged hair may notice the most benefits of it. It
is particularly great for not weighing the hair down and doesn’t leave It feeling
greasy either. Moreover, chemically treated, coloured, and bleached hair can benefit
from hyaluronic acid as the ingredient is well known to maintain a balance of
moisture required for hair strength and elasticity. Fortunately, even if you’re
blessed with the best hair and have got luscious locks already, adding hyaluronic
acid to your routine can help to keep up the overall health of your hair effortlessly.
Hyaluronic acid retains 1000 times its weight in water and is great to maintain
the natural moisture barrier of your scalp, irrespective of your hair type. Shop
Now Hyaluronic acid hair care Now that you know hyaluronic acid is good for hair,
here’s a stepwise hyaluronic acid hair care routine to help you achieve maximum
benefits. Step 1: Cleanse your scalp and strands effectively Shampoo your scalp
wisely, in a way that it gets as much moisture as possible. Get rid of dirt, dust,
debris, and impurities from your scalp and revive, and re-plump dull hair by using
the L’Oréal Paris Hyaluron Moisture 72H Moisture Filling Shampoo that provides
long-lasting hydration on the go. Formulated with hyaluronic acid for hair, the
Hyaluron Moisture shampoo provid'
sentences:
- 'What is hyaluronic acid? Hyaluronic acid is a natural substance found in our
eyes, skin, joints of the bones and some other parts of the body. It is found
in humans and animals, both. It is a humectant that has the ability to pull water
from the atmosphere and help retain it. Hyaluronic acid’s main function is to
keep the tissues of your body moist and well-lubricated. Consider it like a sponge
that pulls the water to hydrate and plump its surroundings. In simple words, it
acts like a moisturiser for your scalp and strands. It is biodegradable, biocompatible
and can also be made synthetically via a biotechnological process with the use
of energy and bacteria. Though this magic ingredient is not found in your hair
naturally, you can achieve maximum hyaluronic acid benefits for hair by including
it in your hair care routine immediately. Shop Now Hyaluronic acid benefits for
hair • Hydrates the scalp and strands – Hyaluronic acid seals in the moisture
from products and allows hair fibres to retain it, leaving the hair feeling hydrated.
This in turn allows collagen to thrive in the skin and scalp and prevents dryness.
• Reduces frizz – Using hyaluronic acid on hair prevents unwanted moisture that
causes frizziness. It does so by sealing the cuticle. • Plumps the hair – This
superstar ingredient helps to plump up dry, damaged hair and adds life to parched
strands. This in turn could help to add volume to your roots. • Revitalises high
porosity hair – Dry, damaged hair does not retain moisture easily. Hyaluronic
acid helps to fill in the cracks of porous hair and minimises moisture loss. •
Adds strength – Hyaluronic acid provides your hair with the nourishment it needs
and leaves it feeling softer, stronger, and less prone to breakage. • Improves
texture – Hyaluronic acid helps to condition the hair so that it looks smooth
and feels soft. Apart from improving elasticity, it also adds shine to the hair
and may help you achieve glossier hair. Shop Now Is hyaluronic acid beneficial
for all hair types? Yes, hyaluronic acid is a universal ingredient that can be
used by anyone and everyone, regardless of their hair type. However, people with
dry, frizzy, brittle, and damaged hair may notice the most benefits of it. It
is particularly great for not weighing the hair down and doesn’t leave It feeling
greasy either. Moreover, chemically treated, coloured, and bleached hair can benefit
from hyaluronic acid as the ingredient is well known to maintain a balance of
moisture required for hair strength and elasticity. Fortunately, even if you’re
blessed with the best hair and have got luscious locks already, adding hyaluronic
acid to your routine can help to keep up the overall health of your hair effortlessly.
Hyaluronic acid retains 1000 times its weight in water and is great to maintain
the natural moisture barrier of your scalp, irrespective of your hair type. Shop
Now Hyaluronic acid hair care Now that you know hyaluronic acid is good for hair,
here’s a stepwise hyaluronic acid hair care routine to help you achieve maximum
benefits. Step 1: Cleanse your scalp and strands effectively Shampoo your scalp
wisely, in a way that it gets as much moisture as possible. Get rid of dirt, dust,
debris, and impurities from your scalp and revive, and re-plump dull hair by using
the L’Oréal Paris Hyaluron Moisture 72H Moisture Filling Shampoo that provides
long-lasting hydration on the go. Formulated with hyaluronic acid for hair, the
Hyaluron Moisture shampoo provid'
- Taking care of our skin is part and parcel of a healthy lifestyle. And in recent
years, skincare has become our favourite playground. Innovative, effective, and
easy-to-use formulae have been bursting onto the scene. Re-jigged treatments designed
for modern women with busy lives. Nowadays, it's not just age that concerns us,
but also pollution, harmful UV rays, increased stress levels and, above all, a
lack of shut-eye. No matter where we live, our pace of life is hitting breakneck
speed. Working days are getting longer giving us lesser time to catch up on our
beauty sleep. Our nights are not only shorter – our quality of sleep is being
compromised by noise and light pollution, as well as our 'connected' lifestyles.
Our body clocks have been thrown off-kilter and our skin is following suit. Which
is why Korean sleeping masks are taking the skincare world by storm. They follow
our skin's physiological cycle, to give it a boost whilst we're in the ‘land of
nod’ and zap any lingering, tired lines before our morning alarms pierce the air.
They slowly but surely repair any damage suffered during the day so that we look
well-rested and refreshed upon waking. L’Oréal Paris Revitalift Laser X3 Night
Cream Mask is an overnight mask-cum-face moisturiser that regenerates the skin
by restoring firmness and reducing wrinkles to give you a younger look. With its
ultra-thin texture, this face mask-cum-moisturiser instantly hydrates and refines
the skin for a visibly younger, wrinkle-free look overnight. Suitable for all
skin types, including oily and dry, its pro-xylane content augmented by lipohydroxy
acid (LHA), stimulates the skin by reducing pores and refining the texture to
give you an even-toned complexion.
- 'Microencapsulation is a process where very fine solid or liquid particles are
enclosed by a membrane. This technology was born in the printing industry, with
the creation of carbonless copy paper. It was quickly developed and rolled out
in pharmacy, agrochemistry, food processing… and cosmetics. Microencapsulation
in cosmetics and skin care offers a range of benefits: it protects the active
ingredients during use, slowly distributes the encapsulated active ingredients
over the skin''s surface, and improves the penetration of the substances for greater
effectiveness. Skin care that contains microencapsulated pearls has charmed the
biggest cosmetic brands and is convincing us too, and not just because of the
novel, fun nature of the process. So what is the attraction? Microencapsulation
keeps the active ingredients perfectly intact until they are applied to the skin.
Microencapsulated skin care reduces wrinkles, minimises dark spots and nourishes
even the driest epidermis. Microencapsulated pigments escape when in contact with
the skin for a glowing complexion, microencapsulated retinol attaches itself to
the bottom of the wrinkle and slowly releases its anti aging active ingredients,
bubbles of oil plump up the skin, and microencapsulated ceramides illuminate your
face. The microencapsulation process is also much-used in the dermotextile industry.
These cosmetic textiles are obtained through a combination of a specific weave
and cosmetic action, where active ingredients are microencapsulated or coated
onto the fabric. They are mainly made up of anti-drying active ingredients to
treat certain skin diseases, moisturising active ingredients for use as day-to-day
skin care or caffeine, for example, for an anti-cellulite effect. So, there are
slimming pants, firming abdominal belts, anti dark spot gloves, vitamin E pillows
for anti aging action, anti UV T shirts for children, tights impregnated with
aloe vera for a healing effect. Microencapsulated active ingredients can work
both for skin care and for your health!'
pipeline_tag: sentence-similarity
library_name: sentence-transformers
---
# SentenceTransformer based on BAAI/bge-small-en
This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [BAAI/bge-small-en](https://huggingface.co/BAAI/bge-small-en). It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
## Model Details
### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [BAAI/bge-small-en](https://huggingface.co/BAAI/bge-small-en)
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 384 dimensions
- **Similarity Function:** Cosine Similarity
### Model Sources
- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/huggingface/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
### Full Model Architecture
```
SentenceTransformer(
(0): Transformer({'max_seq_length': 512, 'do_lower_case': True, 'architecture': 'BertModel'})
(1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
(2): Normalize()
)
```
## Usage
### Direct Usage (Sentence Transformers)
First install the Sentence Transformers library:
```bash
pip install -U sentence-transformers
```
Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer
# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
'What is hyaluronic acid? Hyaluronic acid is a natural substance found in our eyes, skin, joints of the bones and some other parts of the body. It is found in humans and animals, both. It is a humectant that has the ability to pull water from the atmosphere and help retain it. Hyaluronic acid’s main function is to keep the tissues of your body moist and well-lubricated. Consider it like a sponge that pulls the water to hydrate and plump its surroundings. In simple words, it acts like a moisturiser for your scalp and strands. It is biodegradable, biocompatible and can also be made synthetically via a biotechnological process with the use of energy and bacteria. Though this magic ingredient is not found in your hair naturally, you can achieve maximum hyaluronic acid benefits for hair by including it in your hair care routine immediately. Shop Now Hyaluronic acid benefits for hair • Hydrates the scalp and strands – Hyaluronic acid seals in the moisture from products and allows hair fibres to retain it, leaving the hair feeling hydrated. This in turn allows collagen to thrive in the skin and scalp and prevents dryness. • Reduces frizz – Using hyaluronic acid on hair prevents unwanted moisture that causes frizziness. It does so by sealing the cuticle. • Plumps the hair – This superstar ingredient helps to plump up dry, damaged hair and adds life to parched strands. This in turn could help to add volume to your roots. • Revitalises high porosity hair – Dry, damaged hair does not retain moisture easily. Hyaluronic acid helps to fill in the cracks of porous hair and minimises moisture loss. • Adds strength – Hyaluronic acid provides your hair with the nourishment it needs and leaves it feeling softer, stronger, and less prone to breakage. • Improves texture – Hyaluronic acid helps to condition the hair so that it looks smooth and feels soft. Apart from improving elasticity, it also adds shine to the hair and may help you achieve glossier hair. Shop Now Is hyaluronic acid beneficial for all hair types? Yes, hyaluronic acid is a universal ingredient that can be used by anyone and everyone, regardless of their hair type. However, people with dry, frizzy, brittle, and damaged hair may notice the most benefits of it. It is particularly great for not weighing the hair down and doesn’t leave It feeling greasy either. Moreover, chemically treated, coloured, and bleached hair can benefit from hyaluronic acid as the ingredient is well known to maintain a balance of moisture required for hair strength and elasticity. Fortunately, even if you’re blessed with the best hair and have got luscious locks already, adding hyaluronic acid to your routine can help to keep up the overall health of your hair effortlessly. Hyaluronic acid retains 1000 times its weight in water and is great to maintain the natural moisture barrier of your scalp, irrespective of your hair type. Shop Now Hyaluronic acid hair care Now that you know hyaluronic acid is good for hair, here’s a stepwise hyaluronic acid hair care routine to help you achieve maximum benefits. Step 1: Cleanse your scalp and strands effectively Shampoo your scalp wisely, in a way that it gets as much moisture as possible. Get rid of dirt, dust, debris, and impurities from your scalp and revive, and re-plump dull hair by using the L’Oréal Paris Hyaluron Moisture 72H Moisture Filling Shampoo that provides long-lasting hydration on the go. Formulated with hyaluronic acid for hair, the Hyaluron Moisture shampoo provid',
'What is hyaluronic acid? Hyaluronic acid is a natural substance found in our eyes, skin, joints of the bones and some other parts of the body. It is found in humans and animals, both. It is a humectant that has the ability to pull water from the atmosphere and help retain it. Hyaluronic acid’s main function is to keep the tissues of your body moist and well-lubricated. Consider it like a sponge that pulls the water to hydrate and plump its surroundings. In simple words, it acts like a moisturiser for your scalp and strands. It is biodegradable, biocompatible and can also be made synthetically via a biotechnological process with the use of energy and bacteria. Though this magic ingredient is not found in your hair naturally, you can achieve maximum hyaluronic acid benefits for hair by including it in your hair care routine immediately. Shop Now Hyaluronic acid benefits for hair • Hydrates the scalp and strands – Hyaluronic acid seals in the moisture from products and allows hair fibres to retain it, leaving the hair feeling hydrated. This in turn allows collagen to thrive in the skin and scalp and prevents dryness. • Reduces frizz – Using hyaluronic acid on hair prevents unwanted moisture that causes frizziness. It does so by sealing the cuticle. • Plumps the hair – This superstar ingredient helps to plump up dry, damaged hair and adds life to parched strands. This in turn could help to add volume to your roots. • Revitalises high porosity hair – Dry, damaged hair does not retain moisture easily. Hyaluronic acid helps to fill in the cracks of porous hair and minimises moisture loss. • Adds strength – Hyaluronic acid provides your hair with the nourishment it needs and leaves it feeling softer, stronger, and less prone to breakage. • Improves texture – Hyaluronic acid helps to condition the hair so that it looks smooth and feels soft. Apart from improving elasticity, it also adds shine to the hair and may help you achieve glossier hair. Shop Now Is hyaluronic acid beneficial for all hair types? Yes, hyaluronic acid is a universal ingredient that can be used by anyone and everyone, regardless of their hair type. However, people with dry, frizzy, brittle, and damaged hair may notice the most benefits of it. It is particularly great for not weighing the hair down and doesn’t leave It feeling greasy either. Moreover, chemically treated, coloured, and bleached hair can benefit from hyaluronic acid as the ingredient is well known to maintain a balance of moisture required for hair strength and elasticity. Fortunately, even if you’re blessed with the best hair and have got luscious locks already, adding hyaluronic acid to your routine can help to keep up the overall health of your hair effortlessly. Hyaluronic acid retains 1000 times its weight in water and is great to maintain the natural moisture barrier of your scalp, irrespective of your hair type. Shop Now Hyaluronic acid hair care Now that you know hyaluronic acid is good for hair, here’s a stepwise hyaluronic acid hair care routine to help you achieve maximum benefits. Step 1: Cleanse your scalp and strands effectively Shampoo your scalp wisely, in a way that it gets as much moisture as possible. Get rid of dirt, dust, debris, and impurities from your scalp and revive, and re-plump dull hair by using the L’Oréal Paris Hyaluron Moisture 72H Moisture Filling Shampoo that provides long-lasting hydration on the go. Formulated with hyaluronic acid for hair, the Hyaluron Moisture shampoo provid',
"Microencapsulation is a process where very fine solid or liquid particles are enclosed by a membrane. This technology was born in the printing industry, with the creation of carbonless copy paper. It was quickly developed and rolled out in pharmacy, agrochemistry, food processing… and cosmetics. Microencapsulation in cosmetics and skin care offers a range of benefits: it protects the active ingredients during use, slowly distributes the encapsulated active ingredients over the skin's surface, and improves the penetration of the substances for greater effectiveness. Skin care that contains microencapsulated pearls has charmed the biggest cosmetic brands and is convincing us too, and not just because of the novel, fun nature of the process. So what is the attraction? Microencapsulation keeps the active ingredients perfectly intact until they are applied to the skin. Microencapsulated skin care reduces wrinkles, minimises dark spots and nourishes even the driest epidermis. Microencapsulated pigments escape when in contact with the skin for a glowing complexion, microencapsulated retinol attaches itself to the bottom of the wrinkle and slowly releases its anti aging active ingredients, bubbles of oil plump up the skin, and microencapsulated ceramides illuminate your face. The microencapsulation process is also much-used in the dermotextile industry. These cosmetic textiles are obtained through a combination of a specific weave and cosmetic action, where active ingredients are microencapsulated or coated onto the fabric. They are mainly made up of anti-drying active ingredients to treat certain skin diseases, moisturising active ingredients for use as day-to-day skin care or caffeine, for example, for an anti-cellulite effect. So, there are slimming pants, firming abdominal belts, anti dark spot gloves, vitamin E pillows for anti aging action, anti UV T shirts for children, tights impregnated with aloe vera for a healing effect. Microencapsulated active ingredients can work both for skin care and for your health!",
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 384]
# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities)
# tensor([[1.0000, 1.0000, 0.8363],
# [1.0000, 1.0000, 0.8363],
# [0.8363, 0.8363, 1.0000]])
```
## Training Details
### Training Dataset
#### Unnamed Dataset
* Size: 784 training samples
* Columns: sentence_0 and sentence_1
* Approximate statistics based on the first 784 samples:
| | sentence_0 | sentence_1 |
|:--------|:--------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------|
| type | string | string |
| details |
Skin Care Wrinkles, fine lines, age spots, slack contours, dull skin... The signs of ageing can seem endless, and with the help of a tailored skin care routine you can fight back the years one by one. But when it comes to getting back that youthful look, your best bet is to work on restoring volume to your face. Ageing skin means more than just the appearance of wrinkles and reduced firmness. It also spells facial volume loss, especially around the cheeks and cheekbones. This loss of volume, alongside the development of wrinkles and a dull complexion, noticeably emphasises the process of ageing facial skin. Although your face is subject to change over time, facial volume loss can alter its entire shape and structure, and while it can sometimes be difficult to spot, it is a widespread problem. The jaw line weakens and grows wider, your face shape sags, your cheeks lose their plumpness, lips start thinning and the corners begin to droop! Not only do these signs make your face appear olde... | Skin Care Wrinkles, fine lines, age spots, slack contours, dull skin... The signs of ageing can seem endless, and with the help of a tailored skin care routine you can fight back the years one by one. But when it comes to getting back that youthful look, your best bet is to work on restoring volume to your face. Ageing skin means more than just the appearance of wrinkles and reduced firmness. It also spells facial volume loss, especially around the cheeks and cheekbones. This loss of volume, alongside the development of wrinkles and a dull complexion, noticeably emphasises the process of ageing facial skin. Although your face is subject to change over time, facial volume loss can alter its entire shape and structure, and while it can sometimes be difficult to spot, it is a widespread problem. The jaw line weakens and grows wider, your face shape sags, your cheeks lose their plumpness, lips start thinning and the corners begin to droop! Not only do these signs make your face appear olde... |
| Dull and tired-looking skin is a common complaint – especially as we age. Our skin often loses a bit of its natural glow over the years, especially when exposed to the elements and environmental stressors such as pollution. The good news is that this isn’t inevitable! There are lots of ways you can help restore and rejuvenate skin through healthy habits and a regular routine. We’ve put together some top tips for anyone in need of a facial freshen up! Build-up of dead skin cells Your skin is constantly renewing its cells, shedding up to 40,000 cells per day. While the new cells will normally push away the old ones, you can sometimes end up with a build-up of dead skin cells that look dry, tired, or flaky. While this is completely normal, there are also steps you can take to reduce this build-up. For example, exfoliating regularly gives your skin a little helping hand and removes old cells and everyday dust and dirt to let your new and fresh skin cells shine through. Dryness and dehydrat... | Dull and tired-looking skin is a common complaint – especially as we age. Our skin often loses a bit of its natural glow over the years, especially when exposed to the elements and environmental stressors such as pollution. The good news is that this isn’t inevitable! There are lots of ways you can help restore and rejuvenate skin through healthy habits and a regular routine. We’ve put together some top tips for anyone in need of a facial freshen up! Build-up of dead skin cells Your skin is constantly renewing its cells, shedding up to 40,000 cells per day. While the new cells will normally push away the old ones, you can sometimes end up with a build-up of dead skin cells that look dry, tired, or flaky. While this is completely normal, there are also steps you can take to reduce this build-up. For example, exfoliating regularly gives your skin a little helping hand and removes old cells and everyday dust and dirt to let your new and fresh skin cells shine through. Dryness and dehydrat... |
| Skin Care Our skin needs oxygen if we want to keep our rosy glow. A lack of oxygen will make our skin look lacklustre, older, dull and dehydrated. Age and lifestyle (pollution, stress, fatigue, fatty diet...) causes a lowering of oxygen levels that become immediately apparent on our skin. So we need to help our skin to breathe by applying oxygenating active ingredients that will purify and hydrate our epidermis. There are plenty of ways to infuse oxygen in your daily skincare to derive the most amount of benefit and to get youthful, glowing skin: Serums Oxygenating serums have recently burst onto the scene and are proving effective when it comes to brightening and hydrating skin. As each oxygen molecule penetrates the epidermis, it liberates two water molecules wherever they're needed. And as we all know, well-hydrated skin is our best preemptive strike against the appearance of wrinkles. The result? Plump, peachy, baby-soft skin! What's more oxygen-based treatments are hypoallergenic,... | Skin Care Our skin needs oxygen if we want to keep our rosy glow. A lack of oxygen will make our skin look lacklustre, older, dull and dehydrated. Age and lifestyle (pollution, stress, fatigue, fatty diet...) causes a lowering of oxygen levels that become immediately apparent on our skin. So we need to help our skin to breathe by applying oxygenating active ingredients that will purify and hydrate our epidermis. There are plenty of ways to infuse oxygen in your daily skincare to derive the most amount of benefit and to get youthful, glowing skin: Serums Oxygenating serums have recently burst onto the scene and are proving effective when it comes to brightening and hydrating skin. As each oxygen molecule penetrates the epidermis, it liberates two water molecules wherever they're needed. And as we all know, well-hydrated skin is our best preemptive strike against the appearance of wrinkles. The result? Plump, peachy, baby-soft skin! What's more oxygen-based treatments are hypoallergenic,... |
* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
```json
{
"scale": 20.0,
"similarity_fct": "cos_sim",
"gather_across_devices": false
}
```
### Training Hyperparameters
#### Non-Default Hyperparameters
- `per_device_train_batch_size`: 16
- `per_device_eval_batch_size`: 16
- `num_train_epochs`: 1
- `multi_dataset_batch_sampler`: round_robin
#### All Hyperparameters