For most chains you should be able to pass ‘return_intermediate_steps=True’
LLMS
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OpenAI’s Copyright Defense Strategy Shapes AI Legal Precedent
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We’re getting our first glimpse of how OpenAI plans to combat copyright lawsuits, and it’s apparent the precedent set in this case could have major implications for publishers, authors and the tech companies building large language models (LLMs). https://
arstechnica.com/tech-policy/20
23/08/openai-disputes-authors-claims-that-every-chatgpt-response-is-a-derivative-work/
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LIMA Dataset Support Added to Lit-GPT Framework
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Finally got around adding LIMA to Lit-GPT (upon popular request). You can use it now to finetune any of the supported LLMs (Llama 2, Falcon, LongChat, … you name it). More usage info here: https://
github.com/Lightning-AI/l
it-gpt/blob/main/tutorials/prepare_dataset.md#lima
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WizardCoder vs Phind-V2: Code Model Performance Comparison
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The WizardCoder vs Phind-V2 perf challenge is fascinating to watch! Both seems really good code models: https://
reddit.com/r/LocalLLaMA/c
omments/165qeb3/wizardcoder_vs_phindv2_prelim_pass1_comparison
… Funny to remember that GPT4 was only scoring 67% on HumanEval at its release OpenAI also went a long way in a few months up to its current 84%! -
ChatGPT Prompts CheatSheet to Boost Productivity
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ChatGPT Prompts CheatSheet to 10x your #productivity with #ChatGPT
Credits: Joerg Storm high res version (code zq0lilk) link below! https://
lnkd.in/gctY_G2s #chatbots #chatgpt4 #chatgpt3 #GenerativeAI @HaroldSinnott @Xbond49 @enricomolinari @segundoatdell @marcusborba -
100B Models Will Eventually Be Considered Small
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> 100B (subset of the 500B) on top, that’s not really small One day it will be considered small 😛
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Dataset Definition Determines Fine-tuning, Not Technique
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Yeah, maybe it's the dataset that defines it, not the technique. I.e., finetuning is if it's using the dataset corresponding to the target task.
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ICML 2023 Best Papers in Machine Learning and AI
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ICML 2023 best papers https://
bit.ly/3qo4eYy #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Open Source Definition Challenged by LLMs and AI Era
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Talking w/ a friend and it's not at all clear what open source means in an era of LLMs (what, exactly, is the source code?) and AI, generally. I suspect we're going to need another big discussion, similar to when cloud changed how we thought about code "distribution".