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nicolo

nicolollo

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reacted to lewtun's post with 👍 3 days ago

We outperform Llama 70B with Llama 3B on hard math by scaling test-time compute 🔥 How? By combining step-wise reward models with tree search algorithms :) We show that smol models can match or exceed the performance of their much larger siblings when given enough "time to think" We're open sourcing the full recipe and sharing a detailed blog post. In our blog post we cover: 📈 Compute-optimal scaling: How we implemented DeepMind's recipe to boost the mathematical capabilities of open models at test-time. 🎄 Diverse Verifier Tree Search (DVTS): An unpublished extension we developed to the verifier-guided tree search technique. This simple yet effective method improves diversity and delivers better performance, particularly at large test-time compute budgets. 🧭 Search and Learn: A lightweight toolkit for implementing search strategies with LLMs and built for speed with vLLM Here's the links: - Blog post: https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute - Code: https://github.com/huggingface/search-and-learn Enjoy!

reacted to burtenshaw's post with ❤️ 10 days ago

Quick update from week 1 of smol course. The community is taking the driving seat and using the material for their own projects. If you want to do the same, join in! - we have ongoing translation projects in Korean, Vietnamese, Portuguese, and Spanish - 3 chapters are ready for students. On topics like, instruction tuning, preference alignment, and parameter efficient fine tuning - 3 chapters are in progress on evaluation, vision language models, and synthetic data. - around 780 people have forked the repo to use it for learning, teaching, sharing. ⏭️ Next step is to support people that want to use the course for teaching, content creation, internal knowledge sharing, or anything. If you're into this. Drop an issue or PR REPO: https://buff.ly/3ZCMKX2 discord channel: https://buff.ly/4f9F8jA

liked a dataset 10 days ago

Xkev/LLaVA-CoT-100k

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nicolollo's activity

New activity in fancyfeast/llama-joycaption-alpha-two-hf-llava 2 months ago

missing file?

#1 opened 2 months ago by

New activity in huihui-ai/Qwen2-VL-7B-Instruct-abliterated 3 months ago

Request gguf

#1 opened 3 months ago by

New activity in Qwen/Qwen2.5-3B 3 months ago

License

#1 opened 3 months ago by

New activity in akjindal53244/Llama-3.1-Storm-8B 3 months ago

Languages report ?

#7 opened 3 months ago by

New activity in upstage/solar-pro-preview-instruct 3 months ago

Very nice

#7 opened 3 months ago by

New activity in Qwen/Qwen2-VL-7B-Instruct 4 months ago

LoRA Finetuning Tool for Qwen2-VL-7B in Web UI (DPO updated)

#2 opened 4 months ago by

New activity in qnguyen3/nanoLLaVA-1.5 4 months ago

This model is amazing!

#1 opened 6 months ago by

New activity in Wi-zz/joy-caption-pre-alpha 4 months ago

Bitsandbytes vs Unsloth ?

#1 opened 4 months ago by

New activity in NikshepShetty/Florence-2-DOCCI-FT 4 months ago

Target module question

#1 opened 4 months ago by

New activity in bczhou/TinyLLaVA-1.5B 4 months ago

Finetuning GPU Requirement

#1 opened 8 months ago by

New activity in cgato/Thespis-7b-v0.5-SFTTest-2Epoch-GGUF 5 months ago

random question ? >.<

#1 opened 5 months ago by

New activity in ljnlonoljpiljm/florence-2-large-interleaved-docci-keywords 5 months ago

any custom data ?

#1 opened 5 months ago by

New activity in Zhang199/TinyLLaVA-Qwen2-0.5B-SigLIP 5 months ago

Finally!

#1 opened 5 months ago by

New activity in llava-hf/llava-interleave-qwen-0.5b-hf 5 months ago

Example error or is the model DPO ?

#3 opened 5 months ago by

New activity in cognitivecomputations/dolphin-vision-7b 5 months ago

The checkpoint you are trying to load has model type `bunny-qwen` but Transformers does not recognize this architecture.

#3 opened 5 months ago by

Transformers doesn't support it yet?

#2 opened 5 months ago by

Missing configuration_llava_qwen2.py and configuration_llava_qwen2.py ??

#1 opened 5 months ago by

New activity in ljnlonoljpiljm/paligemma_docci_caption_finetune_v2 6 months ago

Getting worse ?

#1 opened 6 months ago by

New activity in ljnlonoljpiljm/paligemma_docci_caption_enriched_v1 6 months ago

WOW

#1 opened 6 months ago by

New activity in ljnlonoljpiljm/paligemma_docci_caption_enriched_v1-5 6 months ago

Even better

#1 opened 6 months ago by