№ 0339Video★ Pick
Muse Glimmer 30B on a 4x RTX 3090 local rig
Digital Spaceport reviews Muse Glimmer 30B on a 4x 3090 EPYC home server, calling it weaker than Qwen 3.6 27B overall but good at one specific thing.
Also filed under Local & open models
See all →- 0805
Muse drives a rover with a custom connector★
Took your custom-connector idea to the physical world: the "service with an API" was my robot. Muse wrote the connector for my rover's API, then installed PyTorch & Depth Anything V2 in the VM because the camera is 2D, drove to the black ball and stopped a few inches short.
@hrhraj
X post
Local & open models
- 0490
Muse Glimmer on one Arc Pro B70★
A vLLM-XPU and DFlash recipe for Muse Glimmer 30B on a single Intel Arc Pro B70, reporting 278 aggregate tok/s across eight clients and an 840.8 tok/s burst peak at concurrency 96.
@mgaruccio
GitHub
Local & open models
- 0458
Muse Glimmer 30B stretched to 512K context★
My fun weekend project was to try to make the new Muse Glimmer 30B work with a longer context, deciding to go for 512k first. I had expected the usual YaRN shenanigans and maybe a LoRA. I couldn't have been wrong more. Upon closer look, Glimmer turned out to be rather unusual architecturally. The thing that make long-context adaptations painful in other models, full attention layers with token position encoding, it simply not there. Instead, only 2048 tokens-wide SWA layers have RoPE, and full GQA attention layers have no position encoding at all. It appears the model is trained to work with long-distance token relationships inferred from the context and SWA layers. It's a rather bold architecture bet, but it seems Meta managed to pull it off. As a result, the model architecture appears to be uniquely suited for context extension by simple mechanical means. To change model context length from stock 128k to, say, 512k, you need only to change “max_position_embeddings” config setting from 131072 to 524288. What confuses other models, like Qwen3.5 family, Glimmer just takes into its stride. I spent close to 70h of compute on DGX Spark to test stock model with extended context on a
u/mr_il
Reddit post
Local & open models
- 0435
Local credit card statement analysis with Glimmer★
Using @AIatMeta's Muse Glimmer all locally to process personal monthly credit card statements. Your data belongs to you! Try different agent tasks using your favorite apps / harnesses with Ollama.
@ollama
X post
Local & open models
More Videos
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Torque
A Muse agent receives a one-time secret two ways: the hard way (email link, redacted URL, dropped decryption key — 45 min) and the agent-native way (a Claude agent creates the request with one Qatom call + ~$0.10, the Muse agent retrieves with one free call — 2 seconds, secret delivered once then deleted). Secure Secrets Exchange on Qatom. Tool: https://github.com/StarwaterHeaven/secure-secrets-exchange — full story: https://github.com/StarwaterHeaven/qatom-use-cases/blob/main/stories/sse-credential-handoff-torque.pdf
Anonymous
Video
Agents & automation
- 1045
Jerrod Lew shows how to use the Muse agent
Jerrod Lew demos the Meta Muse personal agent at muse.ai and shares an access token so viewers can try it.
@jerrod_lew
Video
Errands & personal agent
- 0942
Muse Spark 1.3 tested against Claude Code and Codex (German)
IchBinFabian installs Muse Code, compares Muse Spark 1.3 pricing with Claude Code and Codex, reviews the benchmarks and builds two real projects in OpenCode for a combined 82 cents.
@IchBinFabian
Video
Coding & dev tools
- 0926
Official full tour of the Muse personal agent★
Alex Cornell walks through how his Muse buys movie tickets, plans family weekends and helps his chess game, covering the chat tab, feed, proactive ideas, goal tracking and library.
@muse
Video
Errands & personal agent
Curator picks
- 1057
Muse Mail: your agent gets an email address★
MUSE FEATURE ALERT: y'all have been asking for this one. your @muse is getting its own email address. add it to a thread or forward it stuff and it’ll handle it for you. muse mail!
@alexandr_wang
X post
Agents & automation
- 1054
Kevin Roose gives his Muse $100 and a Kalshi account★
gave my Muse $100 and a kalshi account, let's see how frontier this thing is
@kevinroose
X post
Agents & automation
- 1046
Medical bills audited line by line, $4,000 saved★
Got Muse logged in to my medical provider’s portal, he pulled the itemized bills, and questioned every line. So far he’s found several times I’d been double billed, asked for some discounts and has saved me over $4,000. If your moat is bureaucracy, you’re cooked.
@Ryan_Holdaway
X post
Errands & personal agent
- 1042
GitHub connector for Muse★
GitHub 🤝 @Muse A new way to connect your GitHub account to review PRs, catch up on issues and notifications, and leave comments without switching tabs.
@github
X post
Connectors & MCP