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- ---
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- pipeline_tag: image-to-video
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- ---
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-
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- # Stable Video Diffusion 1.1 Image-to-Video Model Card
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-
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- <!-- Provide a quick summary of what the model is/does. -->
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- ![row01](svd11.webp)
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- Stable Video Diffusion (SVD) 1.1 Image-to-Video is a diffusion model that takes in a still image as a conditioning frame, and generates a video from it.
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-
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- ## Model Details
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-
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- ### Model Description
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-
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- (SVD 1.1) Image-to-Video is a latent diffusion model trained to generate short video clips from an image conditioning.
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-
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- This model was trained to generate 25 frames at resolution 1024x576 given a context frame of the same size, finetuned from [SVD Image-to-Video [25 frames]](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt).
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-
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- Fine tuning was performed with fixed conditioning at 6FPS and Motion Bucket Id 127 to improve the consistency of outputs without the need to adjust hyper parameters. These conditions are still adjustable and have not been removed. Performance outside of the fixed conditioning settings may vary compared to SVD 1.0.
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-
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-
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- - **Developed by:** Stability AI
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- - **Funded by:** Stability AI
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- - **Model type:** Generative image-to-video model
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- - **Finetuned from model:** SVD Image-to-Video [25 frames]
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-
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- ### Model Sources
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-
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- For research purposes, we recommend our `generative-models` Github repository (https://github.com/Stability-AI/generative-models),
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- which implements the most popular diffusion frameworks (both training and inference).
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-
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- - **Repository:** https://github.com/Stability-AI/generative-models
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- - **Paper:** https://stability.ai/research/stable-video-diffusion-scaling-latent-video-diffusion-models-to-large-datasets
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-
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- ## Uses
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-
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- ### Direct Use
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-
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- The model is intended for research purposes only. Possible research areas and tasks include
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-
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- - Research on generative models.
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- - Safe deployment of models which have the potential to generate harmful content.
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- - Probing and understanding the limitations and biases of generative models.
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- - Generation of artworks and use in design and other artistic processes.
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- - Applications in educational or creative tools.
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-
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- Excluded uses are described below.
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-
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- ### Out-of-Scope Use
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-
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- The model was not trained to be factual or true representations of people or events,
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- and therefore using the model to generate such content is out-of-scope for the abilities of this model.
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- The model should not be used in any way that violates Stability AI's [Acceptable Use Policy](https://stability.ai/use-policy).
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-
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- ## Limitations and Bias
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-
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- ### Limitations
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- - The generated videos are rather short (<= 4sec), and the model does not achieve perfect photorealism.
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- - The model may generate videos without motion, or very slow camera pans.
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- - The model cannot be controlled through text.
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- - The model cannot render legible text.
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- - Faces and people in general may not be generated properly.
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- - The autoencoding part of the model is lossy.
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-
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-
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- ### Recommendations
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-
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- The model is intended for research purposes only.
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-
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- ## How to Get Started with the Model
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- Check out https://github.com/Stability-AI/generative-models
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ in this video
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+ will explore 12 unusual signs that could indicate
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+ damage to your liver
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+ it's crucial to know these signs
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+ because you can take steps to prevent the disease from
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+ getting worse
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+ your liver has a remarkable ability to heal itself
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+ with some assistance
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+ the prevalent belief
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+ that liver damage primarily results from
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+ excessive alcohol consumption is somewhat misguided
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+ in fact an overload of sweetened and processed foods
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+ and beverages
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+ excessive intake of Omega 6 vegetable oils
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+ and fast foods
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+ frequent use of pain killers
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+ such as acedominophen or ibuprofen
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+ viruses leading to liver damage and hepatitis
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+ among other factors
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+ and the list goes on and on
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+ if you want to check for liver issues
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+ stick around and watch this video
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+ all the way to the finish
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+ we'll also discuss some simple home remedies
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+ to detoxify your liver and stop further damage
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+ the initial sign of liver issues
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+ is having light colored stools
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+ when you go to the bathroom
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+ your liver sends albial
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+ your liver sends albial
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+ acids to assist in digesting fats from the food you eat
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+ giving your stool its typical brown hue
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+ but if you're dealing with fatty liver disease
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+ or liver damage
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+ this bile flow can become disrupted
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+ resulting in lighter or clay coloured stools
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+ in some cases
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+ the stool might even float on the toilet water
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+ due to undigested fat
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+ making it buoyant
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+ 2 involves experiencing difficulty with night vision
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+ if you find it challenging to see clearly in
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+ low light conditions
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+ especially at night
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+ it could be a sign of a deficiency in retinol
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+ or vitamin A
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+ your liver's bile production plays a vital role
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+ in helping you absorb vitamin a
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+ which is crucial for the rod cells in your eyes
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+ to adapt to varying light levels
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+ liver disease however
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+ can disrupt this process
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+ leading to an adequate vitamin absorption
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+ resulting in what we call night blindness
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+ his symptom may also suggest a congested gallbladder
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+ particularly if you also experience dry
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+ sore irritated
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+ and gritty eyes
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+ the third symptom is a swollen right foot
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+ when the blood flow in your liver isn't as it should be
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+ it can lead to swelling and enlargement of the liver
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+ which in turn
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+ exerts pressure on the portal vein
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+ this can result in the accumulation of fluid
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+ or water in the legs or feet
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+ when you press your finger into the swollen area
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+ it may leave an indentation
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+ if you observe that
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+ your right foot or ankle is more swollen
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+ than the left one
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+ this is a common sign of potential liver damage
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+ will delve deeper into natural remedies
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+ for improving liver function later in the video
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+ sign No. 4 white eyelid growth
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+ another unusual indicator of liver damage
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+ is the emergence of small
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+ white or yellowish growth surround your eyelids
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+ these are tiny collections of cholesterol deposits
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+ that accumulate beneath your skin
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+ due to the livers inability
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+ to break down cholesterol
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+ effectively
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+ leading to its build up in various parts of the body
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+ sign No. 5 is experiencing pressure on the right side
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+ another potential indication of liver disease
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+ is the sensation of pressure
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+ or discomfort on the right side of your rib cage
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+ particularly after eating
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+ liver damage
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+ can lead to the bile becoming thick and sludgy
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+ which can block
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+ the small tubes connecting to your gallbladder
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+ resulting in a feeling of pressure
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+ and discomfort around the ribs
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+ this pressure can also affect the frenic nerve
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+ causing muscle tension
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+ and pain in the region around your right shoulder
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+ sign No. 6 involves the presence of purple
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+ and red spots
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+ when your liver is congested
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+ inflamed or impaired
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+ it produces fewer proteins necessary
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+ for proper blood clotting
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+ as a result
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+ you may be more prone to bruising
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+ and occasionally
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+ you might notice unusual purple or red bumps
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+ resembling a rash on your skin
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+ along with small
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+ red patches
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+ this often occurs in areas like the lower legs or arms
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+ and it's attributed to the diminished blood circulation
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+ associated with liver disease
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+ or possibly diabetes
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+ moving on to sign No. 7
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+ we have cracked heels
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+ your body relies on vitamin B3
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+ also known as niacin
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+ to maintain the strength
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+ smoothness and moisture of your skin
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+ to prevent it from getting damaged
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+ but if you're dealing with liver disease
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+ your body redirects its niacin reserves to repair
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+ the liver damage
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+ leaving less of this essential
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+ nutrient for other functions
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+ this can lead to the skin on the soles of your feet
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+ and heals becoming dry and cracked
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+ you can address this issue
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+ by increasing your intake of vitamin B3
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+ and addressing the underlying problem
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+ which is often fatty liver disease
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+ another symptom of liver disease is
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+ experiencing a persistent urge to scratch
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+ or it's the palms of your hands
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+ or the soles of your feet
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+ this condition arises due to a buildup of bile acids
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+ beneath the skin
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+ resulting from the livers
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+ inadequate filtration of these acids
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+ this buildup leads to an accumulation
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+ of histamines in the bloodstream
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+ triggering the itchy sensation
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+ sign No. 9 is having all white or clubbed nails
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+ if your fingernails start to turn completely white
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+ losing their natural pink colour
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+ or they adopt a rounded
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+ clubbed or bulbous shape
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+ it may be a sign of significant liver damage
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+ or another underlying health issue
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+ this condition
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+ can hinder the delivery of oxygen
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+ to the nail matrix
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+ interestingly
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+ in the 1950s
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+ researchers found that eight
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+ out of 10 individuals with severe liver
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+ scarring had nails
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+ that were entirely white
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+ sign No. 10 is dark urine
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+ your liver plays a crucial role
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+ in breaking down old
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+ red blood cells
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+ which contain a yellowish
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+ pigment called bilirubin
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+ when your liver
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+ or gallbladder
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+ sustains damage
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+ this pigment can accumulate in the body
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+ and eventually
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+ get flushed out through the urine
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+ as a result
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+ your urine may take on a very intense
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+ dark orange
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+ amber brown
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+ or Cola like colour
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+ because your liver isn't processing
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+ the pigment as it should
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+ additionally
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+ certain medications
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+ such as antibiotics
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+ sleeping pills
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+ or birth control pills can also
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+ contribute to this discoloration
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+ by placing strain on your liver
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+ sign No. 11
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+ is yellowed skin
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+ when your liver is
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+ not functioning correctly
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+ and is unable to
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+ effectively filter bilirubin from your blood
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+ it can lead to a change in
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+ the colour of your skin
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+ this can result
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+ in a yellowish hue
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+ on the skin
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+ a condition known
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+ as jaundice
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+ jaundice is a clear indication
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+ of significant liver damage
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+ which could be due to conditions like hepatitis
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+ cirrhosis or drug
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+ or medication poisoning
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+ if you experience yellowing of the skin
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+ it's crucial to seek medical attention
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+ and consult
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+ your doctor
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+ lastly sign No. 12
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+ is the presence of
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+ spider veins
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+ spider veins resemble tiny
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+ red dots with
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+ spider like
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+ extensions of blood
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+ vessels that become visible on the skin
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+ these are blood
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+ vessels that have suffered damage
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+ because your liver is not
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+ effectively filtering out
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+ excess estrogen
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+ elevated estrogen levels
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+ can weaken the blood vessels
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+ in the veins
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+ leading to their dilation
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+ and the appearance of these
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+ spider like
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+ veins on the skin
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+ if you experience
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+ any of these symptoms
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+ we've discussed here
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+ it's strongly
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+ advisable to
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+ schedule a visit to
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+ your doctor
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+ and request an ultrasound
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+ examination
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+ how to reverse
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+ liver disease
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+ as mentioned earlier
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+ the liver undergoes
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+ for distinct
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+ stages of damage
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+ initially it accumulates fat
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+ followed by inflammation
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+ and the formation of scar tissue
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+ known as fibrosis
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+ in the most advanced
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+ and potentially
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+ life threatening stage
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+ it progresses to cirrhosis
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+ fortunately
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+ there is hope
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+ because the
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+ liver possesses
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+ the remarkable capability
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+ to fully regenerate
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+ and recover
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+ when you make dietary improvements
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+ and employ the
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+ appropriate remedies
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+ so let's go through
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+ the most important steps
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+ to reverse liver damage
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+ 1 improve your diet
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+ by reducing
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+ your intake of sugary
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+ starchy and flour based foods
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+ such as bread
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+ cookies candies
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+ ketchup pancakes
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+ pasta and soda
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+ a fatty or impaired
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+ liver is responsive to fructose
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+ which is the sugar found in fruits
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+ much like it is to alcohol
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+ 2 incorporate
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+ plenty of bitter
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+ and sulfur rich foods into your diet
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+ these include
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+ leafy greens
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+ artichokes radishes
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+ garlic broccoli
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+ Brussels sprouts kale
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+ cabbage mushrooms
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+ pasteurized eggs
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+ wild salmon
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+ oily fish walnuts
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+ onions scallions
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+ and broccoli sprouts
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+ foods rich in sulfur
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+ can aid in reducing fat build
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+ up in your liver
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+ by increasing glutathe only levels
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+ and supporting
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+ the detoxification of harmful
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+ substances 3
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+ start your day with a
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+ cup of homemade
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+ organic coffee
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+ adding a teaspoon of turmeric
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+ the polyphenols in coffee
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+ and the phytonutrients in turmeric
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+ are effective
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+ at reducing
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+ the formation
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+ of scar tissue
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+ in the liver
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+ and promoting its
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+ repair from
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+ damage caused
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+ by alcohol drugs
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+ or fructose
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+ additionally
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+ aim to consume at least
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+ 1 litre of high quality
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+ mineral water
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+ throughout the day
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+ to help thing your blood
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+ and support
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+ the liver in
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+ producing bile
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+ to break down fatty deposits
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+ for enhanced toxin
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+ filtration in your liver
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+ consider adding
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+ freshly squeezed
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+ lemon or lime juice