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Younes Belkada

ybelkada

younesbelkada

AI & ML interests

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

Articles

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

May 24, 2023

• 52

Introducing RWKV — An RNN with the advantages of a transformer

May 15, 2023

• 7

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

Apr 5, 2023

• 7

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

Mar 9, 2023

• 20

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

Aug 17, 2022

• 30

Organizations

ybelkada's activity

liked a model 26 days ago

HuggingFaceM4/idefics2-8b-AWQ

Image-Text-to-Text • Updated May 6 • 736 • 26

liked a model about 1 month ago

mistralai/Codestral-22B-v0.1

Text Generation • Updated 15 days ago • 21k • 1.01k

liked a space about 1 month ago

Running

474

🍷

FineWeb: decanting the web for the finest text data at scale

liked 4 models about 1 month ago

mistral-community/Codestral-22B-v0.1

Text Generation • Updated 8 days ago • 9.46k • 17

ISTA-DASLab/Meta-Llama-3-8B-AQLM-PV-2Bit-1x16

Text Generation • Updated May 31 • 358 • 2

ISTA-DASLab/Meta-Llama-3-70B-AQLM-PV-2Bit-1x16

Text Generation • Updated May 31 • 122 • 4

CohereForAI/c4ai-command-r-plus

Text Generation • Updated 8 days ago • 52k • • 1.55k

liked 2 spaces about 2 months ago

Running

122

🏆

Low-bit Quantized Open LLM Leaderboard

Track, rank and evaluate open LLMs and chatbots

Running

447

⚡️

— Zero GPU Spaces —

List of spaces using ZERO-GPU

liked a model 2 months ago

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

Text Generation • Updated May 13 • 1.58M • 5.19k

liked a space 3 months ago

Running

254

🎶

— AI Jukebox —

Generate music powered by AI

liked a model 3 months ago

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

Text Generation • Updated May 25 • 486k • 141

liked a dataset 3 months ago

HuggingFaceH4/ultrachat_200k

Viewer • Updated Feb 22 • 515k • 45.1k • 409

liked 2 models 3 months ago

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

Text Generation • Updated Apr 8 • 2.78k • 14

EleutherAI/pile-t5-xxl

Text2Text Generation • Updated Apr 17 • 53 • 25

liked a space 3 months ago

Running on A10G

489

🦙

GGUF My Repo

liked 5 models 3 months ago

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

Text Generation • Updated Apr 18 • 5.75k • • 254

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

Text Generation • Updated 8 days ago • 8.7k • 674

1bitLLM/bitnet_b1_58-3B

Text Generation • Updated Mar 29 • 6.03k • 188

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

Text Generation • Updated Apr 5 • 2.41k • 212

databricks/dbrx-base

Text Generation • Updated Apr 19 • 3.22k • 551

liked 7 models 4 months ago

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

Image-Text-to-Text • Updated 11 days ago • 3.33M • 171

CohereForAI/c4ai-command-r-v01

Text Generation • Updated Apr 10 • 6.21k • 1.03k

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

Text Generation • Updated Apr 4 • 1.59k • 163

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

Text Generation • Updated Mar 13 • 358 • 4

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

Text-to-Image • Updated Mar 15 • 58.3k • 608

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

Text Generation • Updated Mar 11 • 165 • 22

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

Text Generation • Updated Mar 10 • 823 • 4

liked 2 spaces 4 months ago

Running

119

🔔

Top Contributors To Follow

Meet the most impactful users on Hugging Face

Running

🧐

Open LLM Leaderboard Results PR Opener

liked 2 models 4 months ago

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

Text Generation • Updated Mar 22 • 42.3k • 26

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

Text Generation • Updated Mar 3 • 756 • 120

liked a dataset 4 months ago

argilla/OpenHermesPreferences

Viewer • Updated Mar 1 • 989k • 92 • 176

liked 3 models 4 months ago

bigcode/starcoder2-15b

Text Generation • Updated Jun 5 • 23.7k • • 534

philschmid/gemma-7b-dolly-chatml

Updated Feb 29 • 1 • 13

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

Text Generation • Updated Feb 25 • 609 • 7

liked 13 models 5 months ago

unsloth/gemma-2b-bnb-4bit

Text Generation • Updated Apr 18 • 8.77k • 14

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

Text Generation • Updated Apr 18 • 3.94k • 13

unsloth/mistral-7b-bnb-4bit

Text Generation • Updated Mar 22 • 29.1k • 23

google/gemma-7b

Text Generation • Updated 12 days ago • 123k • • 2.97k

google/gemma-7b-it

Text Generation • Updated 12 days ago • 364k • 1.1k

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

Text Generation • Updated Apr 16 • 58.2k • 595

BioMistral/BioMistral-7B

Text Generation • Updated Feb 21 • 12.2k • 360

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

Text Generation • Updated Mar 1 • 7 • 3

KnutJaegersberg/2-bit-LLMs

Text Generation • Updated Mar 8 • 1.26k • 91

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

Text Generation • Updated Mar 10 • 3 • 28

argilla/CapybaraHermes-2.5-Mistral-7B

Updated Mar 4 • 942 • 63

metavoiceio/metavoice-1B-v0.1

Text-to-Speech • Updated Apr 3 • 1.22k • 729

152334H/miqu-1-70b-sf

Text Generation • Updated Feb 5 • 7.15k • 218

liked a space 5 months ago

Running on Zero

2.64k

😻

InstantID

liked 6 models 5 months ago

allenai/OLMo-7B

Text Generation • Updated 14 days ago • 2.93k • 625

jartine/mistral-7b.llamafile

Updated Jan 27 • 87 • 24

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

Updated Feb 1 • 1

liuhaotian/llava-v1.6-34b

Image-Text-to-Text • Updated May 9 • 41.6k • 295

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

Image-Text-to-Text • Updated May 8 • 98.1k • 205

h2oai/h2o-danube-1.8b-base

Text Generation • Updated May 2 • 4.8k • 43

liked a model 6 months ago

HuggingFaceM4/VLM_WebSight_finetuned

Text Generation • Updated Mar 15 • 1.05k • 163

liked a space 6 months ago

Running on Zero

741

🧑🏿🧑🏽‍🦱

IP-Adapter-FaceID

liked a model 6 months ago

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

Text Generation • Updated Jan 10 • 21.8k • 20

liked a dataset 6 months ago

argilla/distilabel-intel-orca-dpo-pairs

Viewer • Updated Feb 5 • 12.9k • 409 • 147

Younes Belkada

AI & ML interests

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

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

FineWeb: decanting the web for the finest text data at scale

Low-bit Quantized Open LLM Leaderboard

— Zero GPU Spaces —

— AI Jukebox —

GGUF My Repo

Top Contributors To Follow

Open LLM Leaderboard Results PR Opener

InstantID

IP-Adapter-FaceID