Self-Harmonized Chain of Thought (ECHO) 🧵

• @vllm_project for local inference on Llama-3.1-70B Instruct
• @GroqInc for blazing fast end-to-end testing
• @huggingface Inference Endpoints for Cohere Command R+ comparisons
• @Gradio for an intuitive, responsive UI

🚀🔥 The implementation process was fascinating. I started with question generation, moved to clustering, and then dove into the iterative demonstration unification. Each step presented unique challenges and opportunities for optimization.

1/4 🚀 Exciting news for AI enthusiasts! Check out NuExtract, a cutting-edge LLM designed for structured extraction tasks. It transforms any text into a structured output with just a template!

🤗 Open-source and available on @huggingface !
🌟 More info: numind.ai/blog/nuextract…
2/4 🤖 NuExtract comes in three versions:

• NuExtract-tiny (0.5B) -
• NuExtract (3.8B) -
• NuExtract-large (7B) -

Get started with the one that suits your needs best! 💡huggingface.co/numind/NuExtra…
huggingface.co/numind/NuExtra…
huggingface.co/numind/NuExtra…

Google released PaliGemma models! They are open vision-language model inspired by PaLI-3 and built with open components such as the SigLIP vision model and the Gemma language model.

This space includes models fine-tuned on a mix of downstream tasks, inferred via @huggingface 🤗 @huggingface space running on ZeroGPU:
huggingface.co/spaces/google/…