Blog: https://
blog.langchain.dev/evaluating-rag
-pipelines-with-ragas-langsmith/
… Webinar: https://
crowdcast.io/c/bnx91nz59cqq Hope to see you there!
CODE
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Evaluating RAG Pipelines with RAGAS and LangSmith
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HuggingFace Model Creators vs Prompt Engineering Hackers
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To clarify, creators as in the developers posting models on HF, not the ones suggesting GPT hacks on whatever platforms
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Meta Releases Code Llama, Advanced Open-Source Coding Model
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Today we’re releasing Code Llama, a large language model built on top of Llama 2, fine-tuned for coding & state-of-the-art for publicly available coding tools.
— AI at Meta (@AIatMeta) 24 août 2023
Keeping with our open approach, Code Llama is publicly-available now for both research & commercial use.
More ⬇️Today we’re releasing Code Llama, a large language model built on top of Llama 2, fine-tuned for coding & state-of-the-art for publicly available coding tools. Keeping with our open approach, Code Llama is publicly-available now for both research & commercial use. More
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LangSmith Tutorial: Monitor and Evaluate LLM Applications
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Just uploaded a brand-new tutorial on how to use @LangChain
's new LangSmith platform to monitor and evaluate your LLM-powered applications. Go check it out here: https://
youtu.be/tFXm5ijih98 Awesome platform @hwchase17 -
CodeLlama 34B Significantly Improves Coding Performance Over Llama 2
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Llama 2 is awesome, however, coding tasks were not its strong suite. (See HumanEval, a coding-related evaluation task from the paper Evaluating Large Language Models Trained on Code.) The new 34B CodeLlama model is twice as good as the original 70B Llama 2 model and closes the
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Papers with Code bug fix deployed successfully
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better late than ever, I onboarded onto the paperswithcode codebase and found the bug and made the fix and @rbstojnic graciously re-deployed the code. All instances like this should be correctly classified now (or over the next few days as the script runs through). Addendum:
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CodeLlama: Meta’s Llama2 Fine-Tuned for Code Tasks
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CodeLlama — a version of Llama2 that was fine-tuned for code tasks is live now. Available in 7B, 13B and 34B. https://
ai.meta.com/blog/code-llam
a-large-language-model-coding/
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Microsoft Integrates Python into Excel for Data Analysis
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@Microsoft announces the integration of Python into Excel https://actuia.com/actualite/microsoft-annonce-lintegration-de-python-a-excel/
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Float16 vs Bfloat16 Conversion Rounding Issues
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Wouldn’t that be only a problem the other way around, going from float16 -> bfloat16?
Since float16 supports more digits after the decimal points, going bfloat16 -> float16 there shouldn’t be no rounding? -
Adding Chat History to PromptTemplate with Llama2
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You can now add {chat_history} into PromptTemplate. Here's how you can use Replicate running Llama2 with a PromptTemplate: