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What are the most exciting projects you have seen in this space so far?
by beardedwizard 3y ago
What are the most exciting projects you have seen in this space so far?
- yuhongsun 3y agoI think the explosion in interest and all the new software around GenAI owe their success to NLP advancements (coming from an NLP background myself, I may be biased though). I think the best projects are those pushing the frontier of NLP and sharing the learnings with the world: https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2 - Mixture of Experts model like GPT-4 but this one is open source doesn't cost an arm and leg to run. https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1 https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1 - This is a very recent reranker, we will probably try it out. It's really nice that it's open source and small enough to run on CPU. I think an overall trend of the space in the next years will be to maintain/improve performance while shrinking the cost and hardware requirements.