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Goku Mohandas @GokuMohandas

art, bio, ml, tennis, travel Joined June 2015
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PyTorch @PyTorch

2 months ago

An #OpenSource Stack for #AI Compute: @kubernetesio + @raydistributed + @PyTorch + @vllm_project ➡️ This Anyscale blog post by @robertnishihara describes a snapshot of that emerging stack based on experience working with Ray users + case studies from Pinterest, Uber, Roblox, and…

Goku Mohandas retweeted
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Samuel Path @smlpth

2 years ago

I’ve read dozens of articles on building RAG-based LLM Applications, and this one by @GokuMohandas and @pcmoritz from @anyscalecompute is the best by far. If you’re curious about RAG, do yourself a favor by studying this. It will bring you up to speed 🔥 anyscale.com/blog/a-compreh…

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Goku Mohandas @GokuMohandas

2 years ago

It's been nice to see small jumps in output quality in our RAG applications from chunking experiments, contextual preprocessing, prompt engineering, fine-tuned embeddings, lexical search, reranking, etc. but we just added Mixtral-8x7B-Instruct to the mix and we're seeing a 🤯…

Goku Mohandas retweeted
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Sanyam Bhutani @bhutanisanyam1

2 years ago

The definitive guide to RAG in production! 🙏 @GokuMohandas walks us through implementing RAG from scratch, building a scalable app It now has updated discussion on embedding fine-tuning, re-ranking and effectively routing requests I think this is easily the most complete…

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Goku Mohandas @GokuMohandas

2 years ago

Added some new components (fine-tuning embeddings, lexical search, reranking, etc.) to our production guide for building RAG-based LLM applications. Combination of these yielded significant retrieval and quality score boosts (evals included). Blog: anyscale.com/blog/a-compreh…

GokuMohandas Profile Picture

Goku Mohandas @GokuMohandas

2 years ago

Added some new components (fine-tuning embeddings, lexical search, reranking, etc.) to our production guide for building RAG-based LLM applications. Combination of these yielded significant retrieval and quality score boosts (evals included). Blog: anyscale.com/blog/a-compreh… https://t.co/zrDwkBmYZ4

Goku Mohandas retweeted
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Chip Huyen @chipro

2 years ago

New blog post: Multimodality and Large Multimodal Models (LMMs) Being able to work with data of different modalities -- e.g. text, images, videos, audio, etc. -- is essential for AI to operate in the real world. This post covers multimodal systems in general, including Large…

Goku Mohandas retweeted
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LangChain @LangChainAI

2 years ago

looking for a good read with your weekend ☕ or 🍵? This series on RAG from @anyscalecompute is full of great stuff!

GokuMohandas Profile Picture

Goku Mohandas @GokuMohandas

2 years ago

looking for a good read with your weekend ☕ or 🍵? This series on RAG from @anyscalecompute is full of great stuff!

Goku Mohandas retweeted
bhutanisanyam1 Profile Picture

Sanyam Bhutani @bhutanisanyam1

2 years ago

The best guide I’ve read on RAG based LLM Applications! 🙏 It’s a crispy code first tutorial that starts from scratch, builds a scalable system and ends with very practical advice Thanks @GokuMohandas for the perfect Friday read: anyscale.com/blog/a-compreh…

Goku Mohandas retweeted
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Harrison Chase @hwchase17

2 years ago

This is an incredible resource on building RAG-based LLM applications 45 minute read!!!! Lots to learn

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Goku Mohandas @GokuMohandas

2 years ago

This is an incredible resource on building RAG-based LLM applications 45 minute read!!!! Lots to learn

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