Stanford paper might be the key to OpenAI o1’s performance: What’s so effective about Chain of Thought? ⇒ it unlocks radically different sequential tasks! Reminder: A Chain of Thought (CoT) means that you instruct the model to “think step by step”. Often it’s literally
@aymericroucher
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Qwen 2.5: new family of SOTA models up to 72B
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Qwen releases their 2.5 family of models: New SOTA for all sizes up to 72B! The Chinese LLM maker just dropped a flurry of different models, ensuring there will be a Qwen SOTA model for every application out there: Qwen2.5: 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B
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Evaluating Agentic Systems on Data Science with DSBench
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Are Agents capable enough for Data Science? ⇒ Measure their performance with DSBench A team from Tencent AI wanted to evaluate agentic systems on data science (DS) tasks : but they noticed that existing agentic benchmarks were severely limited in several aspects: they were
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Important quote: AIME and GPQA results strong but not user-visible
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This quote is especially important:
> "Results on AIME and GPQA are really strong, but that doesn’t necessarily translate to something that a user can feel. Even as someone working in science, it’s not easy to find the slice of prompts where GPT-4o fails, o1 does well, and I can -
OpenAI reveals o1: chain-of-thought model beats GPT-4o
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OpenAI finally reveals “”: crazy chain-of-thought-tuned model >> GPT-4o OpenAI had hinted at a mysterious “project strawberry” for a long time: they revealed this new model called "o1" 1hour ago, and the performance is just mind-blowing. Places among the top 500 students
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JinaAI Reader-LM extracts markdown from HTML webpages
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Extracting your HTML webpages to markdown is now possible end-to-end with a simple LLM! @JinaAI_ just released Reader-LM, that handles the whole pipeline of extracting markdown from HTML webpages. A while ago, they had released a completely code-based deterministic program
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Mistral AI’s Pixtral-12B Vision Model Excels, Outperforming Qwen2-7B
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𝗢𝗽𝗲𝗻 𝗟𝗟𝗠𝘀 𝗮𝗿𝗲 𝗼𝗻 𝗳𝗶𝗿𝗲 𝗿𝗶𝗴𝗵𝘁 𝗻𝗼𝘄! 𝗗𝗲𝗲𝗽𝗦𝗲𝗲𝗸-𝗩𝟮.𝟱 𝗮𝗻𝗱 𝗼𝘁𝗵𝗲𝗿 𝘁𝗼𝗽 𝗿𝗲𝗹𝗲𝗮𝘀𝗲𝘀 Mistral AI just released Pixtral-12B, a vision models that seems to perform extremely well! From Mistral’s own benchmark, it beats the great Qwen2-7B
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New SuperNova Training Pipeline and Llama-3.1-SuperNova-Lite Model
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Blog post:
https://
blog.arcee.ai/arcee-supernov
a-training-pipeline-and-model-composition/
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Model on HF:
https://
huggingface.co/arcee-ai/Llama
-3.1-SuperNova-Lite
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Arcee SuperNova: Llama-3.1-70B fine-tune with 405B distillation
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Arcee releases Arcee-SuperNova, better fine-tune of Llama-3.1-70B! versions: 70B and 8B Trained by distilling logits from Llama-3.1-405B Used a clever compression method to reduce dataset weight from 2.9 Petabytes down to 50GB (may share it in a paper) Not all
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Philschmid’s space to compare LLM prices
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In a similar vein, check out @_philschmid
's great space to compare LLM prices across providers: