Stop guessing which models fit in your VRAM! llmfit is a CLI tool that auto-detects your hardware and ranks 206 models by what actually runs on your system. You download a 70B model and hope it fits. Or you estimate memory requirements across quantization levels and still end
@sumanth_077
-
Model optimization: context reduction saves download resources
By
–
Yeah and it tries half context if nothing fits at full. Saves you from downloading models that won't work
-
OpenFang: Full Operating System for Autonomous AI Agents
By
–
Someone built a full operating system for autonomous AI agents! OpenFang is an agent OS that runs agents for you on schedules instead of waiting for you to prompt them. Written entirely in Rust, compiles to a single 32MB binary. Here's the key difference: Traditional agent
-
BFCL Score Improvements Enable Cleaner Multi-Step AI Workflows
By
–
Yeah the BFCL score difference is wild. In practice it means fewer broken tool calls and cleaner multi-step workflows
-
MiniMax M2.5 Open Source: Claude Opus Performance at 95% Lower Cost
By
–
MiniMax M2.5 went fully open source. If you're running OpenClaw, this changes the game. It's basically Claude Opus performance but 95% cheaper. It scores 80.2% on SWE-Bench Verified. OpenClaw's been great for persistent AI agents with memory, tools, and messaging integrations.
-
Open-Weight Models Build CLI Runner Autonomously Without Human Intervention
By
–
Open-weight models just built a 20-feature CLI runner autonomously! Kilo Code tested MiniMax M2.1 and GLM 4.7 by having them build a complete CLI task runner from scratch. Both models succeeded. No human intervention for 10-14 minutes straight. The test was realistic: build a
-
LLaMA-Factory: Fine-Tune 100+ LLMs Without Coding
By
–
Fine-Tune 100+ LLMs without writing a single line of code! LLaMA-Factory lets you train and fine-tune open-source LLMs and VLMs without writing any code. Here's why it's a game changer for fine-tuning: • Fine-tune 100+ LLMs/VLMs with built-in templates (LLaMA, Gemma, Qwen,
-
Model Context Reasoning Improves AI Decision-Making Efficiency
By
–
Absolutely. Instead of stuffing the model’s context, letting it reason and decide what’s important is a big part.
-
Claude-Mem Plugin Enables Persistent Memory for Coding Agents
By
–
Persistent memory for Claude Code! Claude-Mem (12.9K+ GitHub stars) is a free plugin that gives Claude persistent memory across sessions. Most coding agents forget everything the moment a session ends.
You restart the terminal, and you are back to explaining architecture,