Meta Muse Glimmer-30B: Open Weights Model That Beats Qwen3.6 37B on Agentic Tasks

Melvin Vivas · X post · 2026-08-10 · Open on X

Topics: Industry Trends & Job Market, LLM Fundamentals · Level: beginner

Summary

Meta released Muse Glimmer-30B as an open-weights model. Its published benchmarks beat Qwen3.6 37B on most general agentic tasks. Melvin plans to try it as the model behind the Hermes agent.

Key points

• Muse Glimmer-30B is an open-weights model from Meta.
• According to the posted benchmarks, it beats Qwen3.6 37B on most general agentic tasks.
• He sees it as a good candidate model for local agent harnesses like Hermes.

Resources mentioned

• Muse Glimmer-30B · tool · developer.meta.com · free
  Open-weight 30B model aimed at agentic work, tool use and long-horizon reasoning.
  Also in: Fine-Tune Muse Glimmer 30B with LoRA or Full-Parameter on Fireworks (Melvin Vivas on X · notes)
• Qwen3.6-27B · tool · huggingface.co · free
  Dense open-weight Qwen model. The MTP GGUF version runs at about 140 tokens/s.
  Also in: Running Qwen3.6-27B Fully in the Browser With WebGPU and wllama (Melvin Vivas on X · notes), Unsloth MTP GGUFs make Qwen3.6 run 1.4x faster locally (Melvin Vivas on X · notes), Qwen 3.6 27B: An Open Local Model with Benchmarks Near Claude Opus 4.5 (Melvin Vivas on X · notes), Run Qwen3.6-27B Locally in 18GB RAM with Unsloth GGUFs (Melvin Vivas on X · notes) and 1 more
• Hermes Agent · tool · github.com · free
  Nous Research's open-source AI agent with CLI, TUI and desktop interfaces. It now supports hands-free activation with a wake word.
  Also in: Inspecting Coding-Agent Traces Live with JSONL Viewer (Codex, Claude Code) (Melvin Vivas on X · notes), Hermes Agent: each bot is its own profile (Melvin Vivas on X · notes), An X research bot built with Hermes (Melvin Vivas on X · notes), Run Your Hermes Agent on Free LFM2.5-2.6B via OpenRouter (Melvin Vivas on X · notes) and 55 more