I love looking back at our old @stateofai
… In 2019, we wrote that pretrained language models were making it big in NLP… "This method could be further scaled up to generate gains in NLP tasks and unlock many new commercial applications in the same way that transfer
LLMS
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Pretrained Language Models: Looking Back at NLP Progress
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OpenAssistant’s shift from RLHF to supervised instruction-finetuning
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So on that note, OpenAssistant's earlier models used RLHF for instruction-finetuning (
https://
huggingface.co/OpenAssistant/
oasst-rlhf-2-llama-30b-7k-steps-xor
…); The later one seem to use supervised instruction-finetuning. Maybe @ykilcher has some insights whether RLHF wasn't worth the effort vs supervised? -
Build AI Agents in Minutes with Custom Data and LLMs
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Build an AI agent using our platform in minutes: • Use custom data, vector stores, and custom user-code
• Connect to an LLM
• Chain data, user code, and LLM modules together
• Deploy into production and monitor it Check it out here: https://
abacus.ai/ai_agents -
RLHF versus Supervised Instruction Tuning Clarification
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Isn’t RLHF also instruction finetuning? You mean supervised instruction tuned?
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Large Action Models: LLM Extension for Independent Task Accomplishment
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This is a great article on Large Action Models(LAM), a possible extension of LLMs that can do much more than what they do currently. Large Action Models as "agents that accomplish tasks and make decisions independently". https://
blog.salesforceairesearch.com/large-action-m
odels/
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LangChain QA Documentation SQL Implementation Experience
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anyone tried this out with a langchain (qa over docs, sql) yet?
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Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, Claude
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Top 10 Tools for Detecting ChatGPT, GPT-4, Bard, and Claude: Top free tools for detecting thesis, research papers, assignments, documentation, and blogs generated by AI models. https://
kdnuggets.com/2023/05/top-10
-tools-detecting-chatgpt-gpt4-bard-llms.html?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=top-10-tools-for-detecting-chatgpt-gpt-4-bard-and-claude
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Integrate LLMs into Product Features This Weekend
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1/ You could plug LLMs into any of your product features this weekend. All you need is a few hundred dollars and a Replit Bounty. Here's how one startup did it:
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Unleash AI Power with ChatGPT Language Model
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Unleash the power of AI with ChatGPT, the state-of-the-art language model developed by OpenAI. Effortlessly generate human-like responses in real-time. Via @ingliguori #ChatGPT #AI #OpenAI #deeplearning #MachineLearning #DataScience #100daysofcoding #DEVCommunity #DataAnalytics
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Streamlit Invests in LLM and LangChain Integration Tools
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Streamlit was built for this LLM era
— Harrison Chase (@hwchase17) 29 juin 2023
The @streamlit team has been putting out AWESOME content for the past few weeks, really investing in LLMs & LangChain integrations… a perfect combo https://t.co/VGR5jAKEwoStreamlit was built for this LLM era The @streamlit team has been putting out AWESOME content for the past few weeks, really investing in LLMs & LangChain integrations… a perfect combo