storytold/FineTrainers-Conditioning
45.2
Weak · 7 November 2026
10.1k
lines of production code
Python
primary language
2
measurements over time
What this system is
Behavioural changes
1 commit (0 fixes) modifying (repo-wide), finetrainers, training
A change to existing behaviour in (repo-wide), finetrainers, training — 1 commit, 35 files: “LTX Video (\#123)” (refs \#123).
training/cogvideox · low confidence · unverified
3 commits (0 fixes) modifying finetrainers
A change to existing behaviour in finetrainers — 3 commits, 15 files: “reposition private methods (\#213)”; “Rename lora files (\#214)”; “Full Finetuning for LTX possibily extended to other models. (\#192)” (refs \#213, \#214, \#192). Also in this area: 2 commits (1 fix) modifying finetrainers; 1 commit (0 fixes) modifying finetrainers; 1 commit (1 fix) fixing finetrainers; 7 commits (6 fixes) fixing finetrainers.
finetrainers, training/mochi-1 · low confidence · unverified
3 commits (1 fix) modifying training
A change to existing behaviour in training — 3 commits (1 fix), 7 files: “Hunyuan Video LoRA (\#126)”; “Update README.md to fix graph paths (\#171)”; “LTX Video (\#123)” (refs \#126, \#171, \#123).
training · medium confidence · unverified
42 commits (2 fixes) modifying (repo-wide)
A change to existing behaviour in (repo-wide) — 42 commits (2 fixs), 4 files: “Update README.md”; “docs: update README.md (\#21)”; “Update README.md (\#59)”; and 37 more (refs \#21, \#59, \#20, \#163, \#126, …).
(repo-wide) · low confidence · unverified
6 commits (0 fixes) modifying assets
A change to existing behaviour in assets — 6 commits, 16 files: “.github page”; “Update README and Contribution guide (\#20)”; “CogVideoX LoRA and full finetuning (\#1)”; and 3 more (refs \#20, \#1, \#3, \#14, \#43).
assets · medium confidence · unverified
Test coverage
1 commit adding/updating tests in tests
Test coverage in tests — 1 commit, 5 files: “Shell script to minimally test supported models on a real dataset (\#204)” (refs \#204).
tests · high confidence · unverified
Written by cca.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.
How this codebase got here
Baseline
- First survey — no prior run to compare against. CAI 45.
Lenses
- Code Health 66
- Architecture 98
- Maturity 29
- Readiness 41
- Security 91
Changes since last survey
- 151 commits — 122 feature/other, 29 fixes
By area
- (root) — 46 commits
- training/mochi-1 — 25 commits
- finetrainers/trainer.py — 18 commits
- (repo) — 16 commits
- training/dataset.py — 7 commits
- finetrainers/utils — 6 commits
- training/cogvideox_image_to_video_lora.py — 6 commits
- finetrainers/args.py — 4 commits
- docs/training — 3 commits
- .github/workflows — 2 commits
- accelerate_configs/deepspeed.yaml — 2 commits
- finetrainers/dataset.py — 2 commits
- finetrainers/hunyuan_video — 2 commits
- training/args.py — 2 commits
- training/cogvideox_text_to_video_sft.py — 2 commits
- docs/dataset — 1 commit
- finetrainers/cogvideox — 1 commit
- finetrainers/ltx_video — 1 commit
- tests/scripts — 1 commit
- training/README.md — 1 commit
Notable commits
- fix: Allow images; Remove LLM generated prefixes; Allow JSON/JSONL; Fix bugs (#158)
- fix: Fix minor bug with function call that doesn't exist. (#195)
- fix: Fix scheduler bugs (#177)
- fix: Fix the checkpoint dir bug in get_intermediate_ckpt_path so that checkpointing_limit can actually work. (#207)
- fix: Fixed optimizers parsing error in bash scripts (#61)
- fix: Merge pull request #100 from a-r-r-o-w/wandb-tracker-fix
- fix: Merge pull request #104 from a-r-r-o-w/fix-format-specifier
- fix: RoPE fixes for 1.5, bfloat16 support in prepare_dataset, gradient_accumulation grad norm undefined fix (#107)
- fix: Unbound fix (#105)
- fix: Update README.md to fix graph paths (#171)
- fix: [core] Fix loading of precomputed conditions and latents (#199)
- fix: add I2V sft and fix an error (#97)
- fix: fix
- fix: fix deadlock; make style
- fix: fix format specifier.
- fix: fix grad norm related logging
- fix: fix help message
- fix: fix validation bug (#149)
- fix: fix: correct type in .py files (#52)
- fix: fix: resuming from a checkpoint when using deepspeed. (#38)
- …and 131 more
Written by cca.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.
Survey your own repository
storytold/FineTrainers-Conditioning was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.
About this page
- The score is its most recent published measurement, taken on 7 November 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
- Measured at commit 9f0fdb5055b7c363e71e8a19c2805406fe79fb6a — the exact code this score is about.
- Scored under rubric-2026.11.2 — the same rubric and the same method as every other entry in this index.
- Measured by Canine Code Analyzer (cca.canine.dev) using cca measure-2026.11.3+preprod-5f8314471808.