Younes Belkada's picture

Younes Belkada

ybelkada

·

AI & ML interests

Large Language Models, Quantization, Vision, Multimodality, Diffusion models

Articles

Welcome Llama 3 - Meta's new open LLM

GaLore: Advancing Large Model Training on Consumer-grade Hardware

quanto: a pytorch quantization toolkit

Fine-Tuning Gemma Models in Hugging Face

Mixture of Experts Explained

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

Overview of natively supported quantization schemes in 🤗 Transformers

Making LLMs lighter with AutoGPTQ and transformers

Fine-tune Llama 2 with DPO

The Falcon has landed in the Hugging Face ecosystem

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

Introducing RWKV — An RNN with the advantages of a transformer

StackLLaMA: A hands-on guide to train LLaMA with RLHF

Fine-tuning 20B LLMs with RLHF on a 24GB consumer GPU

A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

Organizations

ybelkada's activity

liked a model about 8 hours ago

meta-llama/Meta-Llama-3-8B

Text Generation • Updated 2 days ago • 423k • 2.57k

liked a space 2 days ago

— AI Jukebox —

Generate music powered by AI

liked a model 8 days ago

unsloth/llama-3-8b-bnb-4bit

Text Generation • Updated 3 days ago • 90.7k • 69

liked a dataset 9 days ago

HuggingFaceH4/ultrachat_200k

Viewer • Updated Feb 22 • 23.5k • 343

liked a model 10 days ago

lmstudio-community/gemma-1.1-2b-it-GGUF

Text Generation • Updated 18 days ago • 1.88k • 13

liked a model 11 days ago

EleutherAI/pile-t5-xxl

Text2Text Generation • Updated 10 days ago • 537 • 22

liked a space 14 days ago

GGUF My Repo

liked a model 14 days ago

HuggingFaceH4/zephyr-orpo-141b-A35b-v0.1

Text Generation • Updated 8 days ago • 4.68k • 215

liked 2 models 16 days ago

mistral-community/Mixtral-8x22B-v0.1

Text Generation • Updated 9 days ago • 44.2k • 658

1bitLLM/bitnet_b1_58-3B

Text Generation • Updated 28 days ago • 11.5k • 167

liked a model 18 days ago

CohereForAI/c4ai-command-r-plus-4bit

Text Generation • Updated 21 days ago • 21.2k • 164

liked a model 22 days ago

databricks/dbrx-base

Text Generation • Updated 8 days ago • 13.3k • 533

liked 5 models about 1 month ago

llava-hf/llava-v1.6-mistral-7b-hf

Image-Text-to-Text • Updated Mar 21 • 261k • 103

CohereForAI/c4ai-command-r-v01

Text Generation • Updated 16 days ago • 54.3k • 965

CohereForAI/c4ai-command-r-v01-4bit

Text Generation • Updated 22 days ago • 43.5k • 149

trl-lib/qwen1.5-1.8b-sft

Text Generation • Updated Mar 13 • 496 • 3

playgroundai/playground-v2.5-1024px-aesthetic

Text-to-Image • Updated Mar 15 • 286k • 514

liked 2 models about 2 months ago

ISTA-DASLab/Mixtral-8x7b-AQLM-2Bit-1x16-hf

Text Generation • Updated Mar 11 • 2.54k • 21

ISTA-DASLab/gemma-2b-AQLM-2Bit-1x16-hf

Text Generation • Updated Mar 10 • 46 • 3

liked 2 spaces about 2 months ago

Top Contributors To Follow

Meet the most impactful users on Hugging Face

Open LLM Leaderboard Results PR Opener

liked 2 models about 2 months ago

unsloth/mistral-7b-instruct-v0.2-bnb-4bit

Text Generation • Updated Mar 22 • 86.3k • 25

HuggingFaceH4/zephyr-7b-gemma-v0.1

Text Generation • Updated Mar 3 • 5.3k • 114

liked a dataset about 2 months ago

argilla/OpenHermesPreferences

Viewer • Updated Mar 1 • 18k • 162

liked 2 models about 2 months ago

bigcode/starcoder2-15b

Text Generation • Updated Mar 6 • 38.3k • 483

philschmid/gemma-7b-dolly-chatml

Updated Feb 29 • 22 • 14

liked 12 models 2 months ago

Minami-su/Qwen1.5-7B-Chat_mistral

Text Generation • Updated Feb 25 • 4.05k • 7

unsloth/gemma-2b-bnb-4bit

Text Generation • Updated 8 days ago • 11.5k • 8

unsloth/gemma-7b-it-bnb-4bit

Text Generation • Updated 8 days ago • 5.85k • 11

unsloth/mistral-7b-bnb-4bit

Text Generation • Updated Mar 22 • 108k • 21

google/gemma-7b

Text Generation • Updated 3 days ago • 160k • 2.82k

google/gemma-7b-it

Text Generation • Updated 10 days ago • 399k • 1.06k

upstage/SOLAR-10.7B-Instruct-v1.0

Text Generation • Updated 10 days ago • 87.9k • 569

BioMistral/BioMistral-7B

Text Generation • Updated Feb 21 • 20.8k • 338

BlackSamorez/Mixtral-8x7b-AQLM-2Bit-1x16-hf-test-dispatch

Text Generation • Updated Mar 1 • 38 • 3

KnutJaegersberg/2-bit-LLMs

Text Generation • Updated Mar 8 • 3.71k • 92

AlexWortega/miqu-1-70b-AQLM-2Bit-1x16-hf

Text Generation • Updated Mar 10 • 138 • 26

argilla/CapybaraHermes-2.5-Mistral-7B

Updated Mar 4 • 2.52k • 58

liked 2 models 3 months ago

metavoiceio/metavoice-1B-v0.1

Text-to-Speech • Updated 23 days ago • 1.39k • 680

152334H/miqu-1-70b-sf

Text Generation • Updated Feb 5 • 17.7k • 215

liked a space 3 months ago

Running on Zero

InstantID

liked 7 models 3 months ago

allenai/OLMo-7B

Text Generation • Updated about 22 hours ago • 34.5k • 604

jartine/mistral-7b.llamafile

Updated Jan 27 • 23

SurfaceData/llava-v1.6-vicuna-7b-hf

Updated Feb 1 • 1

liuhaotian/llava-v1.6-34b

Text Generation • Updated Feb 4 • 1.21M • 236

liuhaotian/llava-v1.6-mistral-7b

Text Generation • Updated Jan 31 • 113k • 177

h2oai/h2o-danube-1.8b-base

Text Generation • Updated Mar 21 • 10.8k • 41

HuggingFaceM4/VLM_WebSight_finetuned

Text Generation • Updated Mar 15 • 495 • 154

liked a space 3 months ago

Running on Zero

🧑🏿🧑🏽‍🦱

IP-Adapter-FaceID

liked a model 3 months ago

alignment-handbook/zephyr-7b-sft-full

Text Generation • Updated Jan 10 • 24.9k • 18

liked 2 datasets 4 months ago

argilla/distilabel-intel-orca-dpo-pairs

Viewer • Updated Feb 5 • 653 • 131

jondurbin/py-dpo-v0.1

Viewer • Updated Jan 11 • 238 • 35

liked 8 models 4 months ago

CultriX/MistralTrix-v1

Text Generation • Updated Jan 27 • 3.26k • 109

unsloth/tinyllama-bnb-4bit

Text Generation • Updated Mar 22 • 10k • 8

TheBloke/Mistral-7B-Instruct-v0.2-AWQ

Text Generation • Updated Dec 11, 2023 • 80.7k • 32

argilla/notux-8x7b-v1

Text Generation • Updated Mar 4 • 4.01k • 162

unsloth/llama-2-13b-bnb-4bit

Text Generation • Updated Mar 22 • 3.87k • 4

dhkim2810/MobileSAM

Updated Jun 29, 2023 • 16

unsloth/llama-2-7b-bnb-4bit

Text Generation • Updated Mar 22 • 28.1k • 4

unsloth/llama-2-7b

Text Generation • Updated Mar 22 • 2.4k • 14