the problem is real and underappreciated. right now, most agent frameworks handle context like this: load memory at session start. stuff it into the prompt. when the window fills, summarize and compress. hope the important parts survive. the paper calls this out directly. once
OPEN SOURCE
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4B model rivals 120B on knowledge, ideal for agentic core
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It's crazy that a 4B model can match GPT-OSS-120B **even on knowledge benchs** like MMLU and GPQA! Knowledge was long a limitation of smol models ; not anymore. This 4B could be a good candidate for the "agentic core" model described by @karpathy
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LM Studio Model Performance: GPT OSS 120B Impresses
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I’ll believe it when I see it. So far I have not been impressed with any other model in LM studio aside from GPT OSS 120B.
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QueryWeaver GitHub Project Promotes AI-Related Categories
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QueryWeaver GitHub: (don't forget to star )
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Open-Source Text-to-SQL Solution Tackles LLM and Schema Issues
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Finally! A Text-to-SQL solution that actually works!
— Akshay 🚀 (@akshay_pachaar) 2 mars 2026
(and it's open-source)
When Text-to-SQL doesn’t work, we often blame the LLM or poor prompt engineering.
But the real issue is usually the schema.
Let me explain:
You ask: “Which publishers have received royalty payments… pic.twitter.com/OCa7S8Z3v0Finally! A Text-to-SQL solution that actually works! (and it's open-source) When Text-to-SQL doesn’t work, we often blame the LLM or poor prompt engineering. But the real issue is usually the schema. Let me explain: You ask: “Which publishers have received royalty payments
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Alibaba Releases Qwen 3.5 Models
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Alibaba released a new family of Qwen 3.5 models with a "strong multimodal base for lightweight agents." – Qwen3.5-0.8B – Qwen3.5-2B – Qwen3.5-4B – Qwen3.5-9B Small and open-source models have gained significant value since OpenClaw was introduced. Testing time
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Qwen3.5-0.8B Now Available on Hugging Face
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Hugging Face:
https://huggingface.co/Qwen/Qwen3.5-0.8B [Translated from EN to English]→ View original post on X — @arrakis_ai, 2026-03-02 13:04 UTC
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Qwen3.5 Small Model Released on Hugging Face
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🚨 Breaking News: The Qwen3.5 small model has been released on Hugging Face.
→ View original post on X — @arrakis_ai, 2026-03-02 13:04 UTC
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joyfl v0.7: Stack Manipulation Puzzle Solver Framework
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joyfl — v0.7: Quotation Solver Newest release last week uses the existing search framework to find matching program fragments. It's like using a sudoku solver to discover solutions for stack manipulation puzzles, based on user-provided tests.
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Free Anthropic courses on Claude with certificates
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stop satisfying yourself with random youtube tutorials. Anthropic just released free courses on building with Claude. with certificates. prompt engineering, tool use, RAG, evaluations. built by the people who made the model. not some influencer who read the docs once. $0.00.