flybook-git/flm
Train and chat with a frozen language model coupled to the full retained MaleCNS fly connectome.
About the project
A research project that trains a small adapter on top of a frozen LFM2.5-1.2B LLM; the adapter reads the state of the full MaleCNS v1.0 fly connectome (166,700 nodes, 25.5M edges) and adjusts next-token logits. Only the adapter is trained; language ability comes from the pretrained model.
Useful for
- Train the fly-connectome adapter locally on CPU, MPS, or CUDA and get weights in runs/conversation-v2/
- Run an interactive chat with the trained adapter via scripts/chat.py
- Verify graph and training correctness with unittest and scripts/evaluate_conversations.py
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.
Why it’s trending
- The repository is 3 days old and already has 71 stars.
- Top new repositories this week: #182.
Stars per day
Bars are daily stars, the line is the usual pace. Red marks spike days.
Numbers
- Total stars
- 71
- Stars in a day
- 0
- Forks
- 13
- Issues and pull requests
- 0
- Watchers
- 2
- Language
- Python
- Created
- September 15, 2026
- Last push
- September 11, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- September 18, 2026Top new repositories this week: #121
- September 17, 2026Top new repositories this week: #148
- September 16, 2026Top new repositories this week: #146
- September 15, 2026Top new repositories this week: #155
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