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OpenAI o3-pro

Fine-Tuning LLMs Is a Waste of Time

Magistral — the first reasoning model by Mistral AI

JavelinGuard: Low-Cost Transformer Architectures for LLM Security

Every LLM buzzword explained as a fantasy story (RAG, MoE, LoRA, RoPE, etc.)

How do you prototype a nice language?

LLMs are cheap

The last six months in LLMs, illustrated by pelicans on bicycles

Focus and Context and LLMs

Llama 4 Maverick Locally at 45 tk/s on a Single RTX 4090 - I finally got it working!

GLM-4-32B just one-shot this hypercube animation

Llama-4-Scout prompt processing: 44 t/s only with CPU! 'GPU-feeling' with ik_llama.cpp

Announcing: text-generation-webui in a portable zip (700MB) for llama.cpp models - unzip and run on Windows/Linux/macOS - no installation required!

MMLU-PRO benchmark: GLM-4-32B-0414-Q4_K_M vs Qwen2.5-32b-instruct-q4_K_M

Have you tried a Ling-Lite-0415 MoE (16.8b total, 2.75b active) model?, it is fast even without GPU, about 15-20 tps with 32k context (128k max) on Ryzen 5 5500, fits in 16gb RAM at Q5. Smartness is about 7b-9b class models, not bad at deviant creative tasks.

Are AI Agents becoming more 1) vertical or 2) general purposed?

Reddit Answers LLM seems to be live

[D] How much more improvment can you squeeze out by fine tuning large language models

Mistral AI_

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Magistral-Small-2506

Qwen

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Qwen3-Embedding-0.6B-GGUF

OpenBMB

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MiniCPM4-8B

Task: text-generation

Qwen

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Qwen3-Embedding-0.6B

Task: text-generation

rednote-hilab

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dots.llm1.inst

Task: text-generation

Qwen

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Qwen3-Embedding-8B

Task: feature-extraction

Open Thoughts

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OpenThinker3-7B

Task: text-generation

Qwen

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Qwen3-Reranker-0.6B

Task: text-generation

Qwen

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Qwen3-Reranker-8B

Task: text-generation

EleutherAI

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lm-evaluation-harness

A framework for few-shot evaluation of language models.

f

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

run-llama

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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

langchain-ai

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langchain

🦜🔗 Build context-aware reasoning applications

khoj-ai

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khoj

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

openai

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whisper

Robust Speech Recognition via Large-Scale Weak Supervision

activepieces

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activepieces

AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

pathwaycom

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pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

transitive-bullshit

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agentic

AI agent stdlib that works with any LLM and TypeScript AI SDK.