FlyCoder 0.3: three Ollama models, automatic publishing from GitHub

[Tromset]

Why

• ollama run Tromset/flycoder failed: the registry has no latest or fast tag, only *-gguf tags.
• Names disagreed: the page said 0.3, the tags 0.2-beta, and the model introduced itself as "FlyCoder 0.2 beta".
• Gemma 4 12B, the base of the main variant, does not run on the owner's 16 GB Mac.
• Publishing was manual, and the page text was pasted by hand.

What changes

Model	Base (GGUF)	Weights	Mac	Context	Min Ollama
Tromset/flycoder0.3	qwen3.5:9b	6.6 GB	16 GB	64K	0.30.0
Tromset/flycoder0.3fast	qwen3.5:4b	3.3 GB	8 GB	32K	0.30.0
Tromset/flycoder0.3pro	qwen3.8:27b	18 GB	32 GB+	64K	0.32.12
Tromset/flycoder0.3:lite / :router	qwen3.5:2b / 0.8b	FlyBrain experts

• Portable builds: all tags are GGUF, so they run on any Mac, Linux or Windows. MLX is opt-in with install.sh --mlx.
• Modelfiles: Qwen's sampling for coding and 64K of context. The system prompt now asks the model for a final self-check and a single final version.
• Automatic publishing: the new .github/workflows/publish-ollama.yml runs on every push to main that touches a Modelfile, docs/ollama/ or the publishing scripts. It rebuilds and pushes the changed models with scripts/publish.sh, then updates the ollama.com pages with scripts/update-ollama-pages.sh. It can also be started by hand.
• Short pages in English: docs/ollama/<model>.md, about 20 lines each. npm test checks that each page shows the right name, size, memory and context. The old Tromset/flycoder page gets a "moved" notice.
• Rest of the repository: FlyBrain, install.sh, the bench, the README and Documentation.md use the new names.

Setup needed (one time, by the owner)

Add these repository secrets:

• OLLAMA_KEY: the private ~/.ollama/id_ed25519 of a machine signed in to the Tromset account.
• OLLAMA_API_KEY: an API key from ollama.com/settings/keys.

The page update reuses the request behind the page's Edit button, which Ollama does not document. If ollama.com refuses it, the workflow shows a warning and the model pushes still succeed.

Verification

• npm test: 65 tests pass.
• actionlint and shellcheck pass.
• With Ollama 0.40.1 on Linux, flycoder0.3, flycoder0.3fast, :lite and :router were built from these Modelfiles.
  • flycoder0.3 introduces itself as "FlyCoder 0.3, … built on Qwen3.5 9B" and writes correct code.
  • It uses 8.8 GB at 64K context (ollama ps).
• scripts/publish.sh was run end to end with push and rm faked.
• The 20-problem bench run on CPU is in progress; its results will be added to this PR.
• Not tested here: the pro model (its 18 GB base does not fit this machine) and real pushes to ollama.com (no account key in this environment).

🤖 Generated with Claude Code

https://claude.ai/code/session_013QgiejZTjqQAUv4N4EFskK

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Generated by Claude Code