It's been an insane week for AI. Two GPT-4 level competitors, Google's AI espionage, Elon suing OpenAI, Midjourney drama, open-source robotics, and more. Here's everything that you need to know:
OPEN SOURCE
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Yi Models Tech Report Launch: Base, Chat, and Vision-Language Innovations
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Yi models TECH REPORT just went live! Sharing our humble explorations launching, improving, innovating our base, chat, and vision-language models. Kudos to @01AI_Yi team behind the scenes. Love to hear the feedback from the community!
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Language Model Inversion: New Research and Open Source Tools
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paper (language model inversion) http://
arxiv.org/abs/2311.13647 github (open_logprobs) -
Preserving Open Source Community: A Call to Action
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I love the open source community! We should fight to preserve this at all costs!
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LoRA Land’s Mistral-7B Models Cut Inference Costs Significantly
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LoRA Land's 27 fine-tuned #opensource #mistral-7b #LLMs no only rival #GPT-4, but they're also very cost-effective! Assuming 2M tokens (90% input; 10% output) per adapter per day, you can cut inference costs by 45%-65% vs. GPT-3.5 Turbo and 97%-98% vs. GPT-4 Turbo
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LangGraph Quality-of-Life Improvements for Agent Development
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LangGraph Updates 3 big quality-of-life improvements to LangGraph over the past few weeks: Automatic visualization of the created graph
Conditional entry points
Prebuilt Tool Calling Executor What do these mean? Automatic rendering of the created graph This was a -
Fine-tuning LLMs: Democratizing AI Performance with Smaugh
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Fine-tuning can change and customize your LLMs to your particular domain, allowing even the GPU poor to improve base models by 10-15%. Additionally, it’s the way for open-source AI to match GPT-4 performance. In the past month, we at Abacus AI have been announcing Smaugh
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Yi-34B-200K Achieves 99.8% Performance in Long Context Test
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Yi-34B-200Khas enhanced the long text capability. In the Needle-in-a-Haystack test, the performance rises from 89.3% to 99.8%. @01AI_Yi continues to pretrain the model on 5B tokens long-context data mixture and demonstrates a near-all-green performance!
https://
github.com/01-ai/Yi?tab=r
eadme-ov-file#news
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Open source outlook: growth prospects and emerging challenges ahead
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The outlook for open source? Growing, but there are challenges https://
computerweekly.com/news/366569553
/The-outlook-for-open-source-Growing-but-there-are-challenges?utm_source=dlvr.it&utm_medium=twitter
… #InternetOfThings #InternetTech #IoT -
New Script Competition Launched on HuggingFace Platform
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A brand new script competition on HuggingFace: https://
huggingface.co/spaces/BVRA/Sn
akeCLEF2024
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