I think OAI needs to deliver something very quick. Mixtral showed us very clear that the distance between GPT4 and all other models gets closer fast. If they want to remain the No1, they need to proof by giving us 4.5/5 asap.
LLMS
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Progression from manual work to ChatGPT to GPTs in three years
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2020: Manual work. Anxiety. Not enough sleep. 2022: ChatGPT. ChatGPT. ChatGPT. 2024: GPTs. GPTs. GPTs.
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Weight-free AI model startup performance issue
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Not sure what's happened there. It's a weight-free model so start up is fast. If you DM me the details I'll raise with team.
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Appreciation for llama2.c project and its helpful contribution
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so cool 😀
(& very happy to see llama2.c referenced as helpful ) -

Development updates for TestingCatalog GPT and publishing workflows
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Gotta focus on building things during the next 3 weeks – A new system around “sourcing” new features. – Better publishing workflows.
– Better SEO workflows.
– More features to the TestingCatalog GPT. Will have a bit less content published during this time -
LLM Training Data: From Text to Human Feedback Validation
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Stop, this has nothing to do with neuralink haha.
Anway that's only Stage 1 of enlightenment.
Stage 2 of enlightenment is that the ideal training data for an LLM is not training data at all.
It's the thumbs up you get from someone who reads it.
But you make do with what there is. -
Ideal LLM Training Data: Internal Thoughts and Edits Over Final Text
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The ideal training data for an LLM is not what you wrote. It's the full sequence of your internal thoughts and all the individual edits while you wrote it.
But you make do with what there is. -
Merged and Stacked LLMs: Technical Excellence Guide
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#solarllm This is an excellent read for 𝗠𝗲𝗿𝗴𝗲𝗱/𝗦𝘁𝗮𝗰𝗸𝗲𝗱 𝗟𝗟𝗠.
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Building Practical LLM Agents for Real-World Applications
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i don't think llms themselves are toys at all. this is about people trying to build specific agents for flight booking or buying food or whatever
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GenAI capabilities advancing rapidly impressing community
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Absolutely nuts to see how good genAI is getting. This is gripping: https://
reddit.com/r/ChatGPT/s/K4
qJlnbF9l
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