Ha Young Park

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upvoted a collection 9 days ago

LLM Reasoning Papers

Collection

Papers to improve reasoning capabilities of LLMs • 16 items • Updated 9 days ago • 88

liked a model 29 days ago

apple/aimv2-3B-patch14-448

Image Feature Extraction • Updated 23 days ago • 400 • 7

liked a model about 1 month ago

mlx-community/Qwen2.5-Coder-32B-Instruct-4bit

Text Generation • Updated Nov 11 • 116k • 7

liked a model 3 months ago

openai/whisper-large-v3-turbo

Automatic Speech Recognition • Updated Oct 4 • 2.57M • • 1.63k

liked 2 models 5 months ago

meta-llama/Llama-3.1-405B-Instruct

Text Generation • Updated Sep 25 • 33.4k • 550

Groq/Llama-3-Groq-70B-Tool-Use

Text Generation • Updated Aug 28 • 241 • 151

liked 4 models 8 months ago

gradientai/Llama-3-70B-Instruct-Gradient-1048k

Text Generation • Updated Oct 28 • 285 • 121

mlx-community/Meta-Llama-3-70B-Instruct-8bit

Text Generation • Updated Apr 19 • 44 • 8

meta-llama/Meta-Llama-3-70B-Instruct

Text Generation • Updated 7 days ago • 91.8k • 1.44k

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

Text Generation • Updated Jul 1 • 2.54k • 673

liked 4 models 9 months ago

CohereForAI/c4ai-command-r-plus

Text Generation • Updated Sep 27 • 3.23k • 1.7k

xai-org/grok-1

Text Generation • Updated Mar 28 • 1.54k • 2.2k

andrewcanis/c4ai-command-r-v01-GGUF

Updated Mar 16 • 1.99k • 81

CohereForAI/c4ai-command-r-v01

Text Generation • Updated Sep 27 • 8.08k • 1.07k

liked 4 models 11 months ago

colbert-ir/colbertv2.0

Updated Apr 5 • 1.21M • 221

RWKV/v5-Eagle-7B-HF

Text Generation • Updated Feb 25 • 8.15k • 71

defog/sqlcoder-70b-alpha

Text Generation • Updated Jan 31 • 614 • 219

argmaxinc/whisperkit-coreml_01-30-24

Automatic Speech Recognition • Updated Mar 8 • 160 • 77

reacted to philschmid's post with 👍 11 months ago

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Post

What's the best way to fine-tune open LLMs in 2024? Look no further! 👀 I am excited to share “How to Fine-Tune LLMs in 2024 with Hugging Face” using the latest research techniques, including Flash Attention, Q-LoRA, OpenAI dataset formats (messages), ChatML, Packing, all built with Hugging Face TRL. 🚀

It is created for consumer-size GPUs (24GB) covering the full end-to-end lifecycle with:
💡Define and understand use cases for fine-tuning
🧑🏻‍💻 Setup of the development environment
🧮 Create and prepare dataset (OpenAI format)
🏋️‍♀️ Fine-tune LLM using TRL and the SFTTrainer
🥇 Test and evaluate the LLM
🚀 Deploy for production with TGI

👉  https://www.philschmid.de/fine-tune-llms-in-2024-with-trl

Coming soon: Advanced Guides for multi-GPU/multi-Node full fine-tuning and alignment using DPO & KTO. 🔜

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updated a model 11 months ago

hayoungpark/whisper-large-v3-commonvoice161-ko

Automatic Speech Recognition • Updated Jan 22 • 7