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

about 1 month ago

GaLore: Advancing Large Model Training on Consumer-grade Hardware

quanto: a pytorch quantization toolkit

Fine-Tuning Gemma Models in Hugging Face

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

Mixture of Experts Explained

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 space 6 days ago

Low-bit Quantized Open LLM Leaderboard

Track, rank and evaluate open LLMs and chatbots

liked a space 7 days ago

— Zero GPU Spaces —

List of spaces using ZERO-GPU

liked a model 22 days ago

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

Text Generation • Updated 5 days ago • 1.11M • 3.89k

liked a space 24 days ago

— AI Jukebox —

Generate music powered by AI

liked a model 29 days ago

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

Text Generation • Updated 11 days ago • 369k • 105

liked a dataset about 1 month ago

HuggingFaceH4/ultrachat_200k

Viewer • Updated Feb 22 • 41.8k • 360

liked 2 models about 1 month ago

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

Text Generation • Updated Apr 8 • 2.98k • 14

EleutherAI/pile-t5-xxl

Text2Text Generation • Updated Apr 17 • 452 • 22

liked a space about 1 month ago

GGUF My Repo

liked 5 models about 1 month ago

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

Text Generation • Updated 30 days ago • 2.64k • 230

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

Text Generation • Updated about 1 month ago • 26.8k • 668

1bitLLM/bitnet_b1_58-3B

Text Generation • Updated Mar 29 • 12k • 171

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

Text Generation • Updated Apr 5 • 32k • 177

databricks/dbrx-base

Text Generation • Updated 29 days ago • 2.23k • 540

liked a model about 2 months ago

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

Image-Text-to-Text • Updated 8 days ago • 3.61M • 120

liked 6 models 2 months ago

CohereForAI/c4ai-command-r-v01

Text Generation • Updated Apr 10 • 43.5k • 996

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

Text Generation • Updated Apr 4 • 31.1k • 157

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

Text Generation • Updated Mar 13 • 304 • 3

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

Text-to-Image • Updated Mar 15 • 109k • 551

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

Text Generation • Updated Mar 11 • 3.52k • 21

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

Text Generation • Updated Mar 10 • 6 • 3

liked 2 spaces 2 months ago

Top Contributors To Follow

Meet the most impactful users on Hugging Face

Open LLM Leaderboard Results PR Opener

liked 2 models 3 months ago

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

Text Generation • Updated Mar 22 • 142k • 26

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

Text Generation • Updated Mar 3 • 4.01k • 117

liked a dataset 3 months ago

argilla/OpenHermesPreferences

Viewer • Updated Mar 1 • 38.9k • 168

liked 16 models 3 months ago

bigcode/starcoder2-15b

Text Generation • Updated Mar 6 • 41.7k • 498

philschmid/gemma-7b-dolly-chatml

Updated Feb 29 • 4 • 14

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

Text Generation • Updated Feb 25 • 4.19k • 7

unsloth/gemma-2b-bnb-4bit

Text Generation • Updated 30 days ago • 33.7k • 12

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

Text Generation • Updated 30 days ago • 6.82k • 12

unsloth/mistral-7b-bnb-4bit

Text Generation • Updated Mar 22 • 53.4k • 23

google/gemma-7b

Text Generation • Updated 16 days ago • 171k • 2.89k

google/gemma-7b-it

Text Generation • Updated Apr 16 • 168k • 1.08k

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

Text Generation • Updated Apr 16 • 82.4k • 578

BioMistral/BioMistral-7B

Text Generation • Updated Feb 21 • 20.2k • 348

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

Text Generation • Updated Mar 1 • 11 • 3

KnutJaegersberg/2-bit-LLMs

Text Generation • Updated Mar 8 • 4.54k • 92

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

Text Generation • Updated Mar 10 • 31 • 28

argilla/CapybaraHermes-2.5-Mistral-7B

Updated Mar 4 • 2.24k • 60

metavoiceio/metavoice-1B-v0.1

Text-to-Speech • Updated Apr 3 • 1.04k • 692

152334H/miqu-1-70b-sf

Text Generation • Updated Feb 5 • 12.2k • 217

liked a space 4 months ago

Running on Zero

InstantID

liked 7 models 4 months ago

allenai/OLMo-7B

Text Generation • Updated 22 days ago • 72.6k • 615

jartine/mistral-7b.llamafile

Updated Jan 27 • 23

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

Updated Feb 1 • 1

liuhaotian/llava-v1.6-34b

Image-Text-to-Text • Updated 8 days ago • 498k • 268

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

Image-Text-to-Text • Updated 10 days ago • 102k • 190

h2oai/h2o-danube-1.8b-base

Text Generation • Updated 15 days ago • 7.24k • 42

HuggingFaceM4/VLM_WebSight_finetuned

Text Generation • Updated Mar 15 • 509 • 154

liked a space 4 months ago

Running on Zero

🧑🏿🧑🏽‍🦱

IP-Adapter-FaceID

liked a model 4 months ago

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

Text Generation • Updated Jan 10 • 36.8k • 19

liked 2 datasets 4 months ago

argilla/distilabel-intel-orca-dpo-pairs

Viewer • Updated Feb 5 • 2.25k • 136

jondurbin/py-dpo-v0.1

Viewer • Updated Jan 11 • 151 • 38

liked 2 models 4 months ago

CultriX/MistralTrix-v1

Text Generation • Updated Jan 27 • 3.5k • 110

unsloth/tinyllama-bnb-4bit

Text Generation • Updated Mar 22 • 16.5k • 9

liked 4 models 5 months ago

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

Text Generation • Updated Dec 11, 2023 • 108k • 36

argilla/notux-8x7b-v1

Text Generation • Updated Mar 4 • 3.99k • 162

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

Text Generation • Updated Mar 22 • 1.89k • 4

dhkim2810/MobileSAM

Updated Jun 29, 2023 • 16