You can fine-tune Llama 2 on Replicate. • We actually have GPUs available
• Train in the cloud with one line of code
• Run your trained model with an auto-scaling cloud API https://
replicate.com/blog/fine-tune
-llama-2
… Find out more in the thread below
CODE
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Fine-tune Llama 2 on Replicate with cloud GPUs
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AI Programmer: Autonomous Agent Team System Architecture
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This is awesome!!! AI programmer consisting of a team of autonomous agents
— Harrison Chase (@hwchase17) 20 juillet 2023
Here's a trace showing what's going on under the hood: https://t.co/xsPOHgWg0g
Really interesting to see how the repo structure is injected in the prompt https://t.co/s8cpP3JJJh pic.twitter.com/7GFTDIALqYThis is awesome!!! AI programmer consisting of a team of autonomous agents Here's a trace showing what's going on under the hood: https://
dev.smith.langchain.com/public/ac8fa5c
3-3073-412b-a36e-3b9259c9602e/r
… Really interesting to see how the repo structure is injected in the prompt -
Weak Supervision for Open-Source LLM Instruction Tuning Data Curation
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We used weak supervision to programmatically curate instruction tuning data for open-source LLMs like Llama 2 and RedPajama, enabling more granular error analysis and higher quality—without an army of manual annotators. Links to data and models on the blog!
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LangChain Ecosystem Expands with New Integrations and BrowserlessLoader
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langchain ecosystem continues to grow… the first tweet can't even contain all the new things Check out the full list of new ones here: https://
integrations.langchain.com/new My favorite? The browserless web loader: https://
integrations.langchain.com/new?integratio
n_name=BrowserlessLoader
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Apollo Program Lessons for Enterprise Web Projects
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What do the successes and failures of the Apollo program have to teach us enterprise-level web projects? It's all about planning up front, being flexible, and maintaining momentum. Ready for liftoff? https://
hubs.ly/Q01WvXr10 -
Build NLP Apps with Cohere API Integration Platform
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Build smarter NLP-driven apps with our API! Integrate easily, connect for free to any of our endpoints, and join our active developer community! . Let's revolutionize NLP together! https://
dashboard.cohere.ai/welcome/regist
er
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FlashAttention-2: 2x Faster Attention with Better Parallelism
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FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning FlashAttention-2 is 2x faster than previous version. Release blog: https://
crfm.stanford.edu/2023/07/17/fla
sh2.html
… Paper: https://
tridao.me/publications/f
lash2/flash2.pdf
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MIT’s Free Linear Algebra Course by Professor Gilbert Strang
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The best linear algebra course you can take. 100% Free! MIT's Professor Gilbert Strang. Go through these videos, and you'll never have a problem with linear algebra again! https://
ocw.mit.edu/courses/mathem
atics/18-06-linear-algebra-spring-2010/index.htm
… Stay tuned! We have a lot of resources to share! -
LangChain SequentialChain generates entire app automatically
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An AWESOME trace by @kreneskyp generating an entire app with a single SequentialChain https://
smith.langchain.com/public/92835ea
d-e1da-45b2-b99d-4ff1a0f6c301/r
… We add a new #cool-langsmith-traces channel in our discord to share fun things like this. How crazy can it get? -
Diffusers Celebrates One Year of Community Innovation
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Today, diffusers is completing one year To celebrate the occasion, we're sharing a blog post to go over what we achieved with our community, highlighting our favorite projects built on top of diffusers Read it here