Extremely exciting news. Welcome to Gemini !
LLMS
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DNAGPT: Generalized Pretrained Tool for DNA Sequence Analysis
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DNAGPT: A Generalized Pretrained Tool for Multiple DNA Sequence Analysis Tasks paper page: https://
huggingface.co/papers/2307.05
628
… The success of the GPT series proves that GPT can extract general information from sequences, thereby benefiting all downstream tasks. This motivates us to use -
Instruction Mining: High-Quality Data Selection for LLMs
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Instruction Mining: High-Quality Instruction Data Selection for Large Language Models paper page: https://
huggingface.co/papers/2307.06
290
… Large language models typically undergo two training stages, pretraining and finetuning. Despite that large-scale pretraining endows the model with strong -
Code Interpreter Achieves Near GPT-4 Performance Levels
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Code Interpreter performs close to GPT 4.
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Claude 2 outperforms Bard and GPT 3.5 for article summarization
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I’ve been experimenting with Claude 2 to summarize some of your articles and develop draft questions for your MAICON session. It’s impressive. GPT 4 performs slightly better, but Claude 2 is clearly ahead of Bard, Pi, and GPT 3.5 for this use case.
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PandasAI: GenAI Library for Data Analysis with Claude
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Pandas AI x @AnthropicAI @ai_pandas is an AWESOME library by @lele_venturi that adds GenAI capabilities to pandas DFs It's also fully compatible with @langchain LLMs… which means you can easily use things like @AnthropicAI
's claude-2! Repo: https://
github.com/gventuri/panda
s-ai
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Google Distillation Method Trains Smaller LLMs Efficiently
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Deploying LLMs is memory inefficient and compute-intensive. At the #ACL2023 Google booth at 3pm today, @chunliang_tw will describe a new method, distilling step-by-step, that trains successful small models using fewer training data for fine-tuning and distillation.
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GPT-4 and Code Interpreter Capabilities Discussion
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not that i've seen but i assume GPT-4? maybe even codeinterpreter? it's definitely got access to tools of some kind
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Med-PaLM Research Published in Nature Journal
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Honored to have played a small role in Med-PaLM, now published in Nature! https://
nature.com/articles/s4158
6-023-06291-2
… My grandpa is 89, and every year he asks if I've published in Science or Nature (he knows I'm a researcher, but he only knows those two journals). This year I can finally say yes! -
LangChain PGEmbedding Integration Now Available
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Integrations page for LangChain: https://
integrations.langchain.com/new?integratio
n_name=PGEmbedding
… HN discussion: https://
news.ycombinator.com/item?id=366955
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