Alberto-Codes

Socialization triggers: activate the artifact ecosystem phases post-result Open

parking-lot publication

Alberto-Codes/vramfit#11 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

budget: the budget artifact that plan consumes, and the hardware probe port Open

enhancement

Alberto-Codes/vramfit#29 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Rented-GPU measurement lane: the 49B target on a 94 GB card, and multi-GPU Open

parking-lot

Alberto-Codes/vramfit#40 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Income lanes (parked): fine-tune fitting, certification, enterprise Open

parking-lot

Alberto-Codes/vramfit#68 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

mutmut audit once the scan suite is stable Open

parking-lot

Alberto-Codes/vramfit#102 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Docs site (mkdocs-material) when the repo has an audience Open

parking-lot

Alberto-Codes/vramfit#104 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MoE targets: does per-layer sensitivity survive expert routing? Open

parking-lot question

Alberto-Codes/vramfit#144 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MoE target: fit Nemotron 3.5 Lightning 30B-A3B on a 16 GiB card Open

chart

Alberto-Codes/vramfit#158 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The group-naming rule is duplicated across domain and the GGUF adapter Open

Alberto-Codes/vramfit#190 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Does the sensitivity map record its assisted-coverage split? Open

chart:discuss

Alberto-Codes/vramfit#194 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Report a dense imatrix entry present at a count of zero Open

chart:discuss

Alberto-Codes/vramfit#196 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Qwen3.8-27B: fit the decoder on a 16 GiB card Open

parking-lot target

Alberto-Codes/vramfit#235 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Derive the gate's optional roots instead of listing them by hand Open

ci

Alberto-Codes/vramfit#244 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

docvet and actionlint versions still differ between the hook line and CI Open

ci

Alberto-Codes/vramfit#245 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The map format page does not specify every field the card promises Open

documentation

Alberto-Codes/vramfit#255 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Every sidecar date field is documented YYYY-MM-DD and validated by nobody Open

bug

Alberto-Codes/vramfit#263 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Check whether the CUDA Q2_0 backend requires a _g64 GGUF type name Open

research

Alberto-Codes/vramfit#267 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Stand up the PR-based sensitivity-map registry with CI validation Open

enhancement publication

Alberto-Codes/vramfit#270 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Emit llama-quantize --tensor-type flags from a published map Open

enhancement publication

Alberto-Codes/vramfit#271 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The type-fallback halt depends on llama.cpp emitting no newline between the warning pair Open

bug

Alberto-Codes/vramfit#273 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

A zero-exit pack refusal reports stage quantize, the same as a quantizer failure Open

enhancement

Alberto-Codes/vramfit#275 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Does a uniform MXFP4 pack re-enter the band, at the 15.776 GiB budget? Open

chart:discuss

Alberto-Codes/vramfit#288 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

check_banned_terms.py raises FileNotFoundError on an unstaged deletion Open

bug ci good first issue

Alberto-Codes/vramfit#292 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Four CLI tests assert a warning on the combined stream, so none pins the channel Open

good first issue

Alberto-Codes/vramfit#293 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

An unknown-field report names the JSON path and not the file Open

bug

Alberto-Codes/vramfit#294 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

docvet fail-on names griffe, which is not installed and never runs Open

ci

Alberto-Codes/vramfit#295 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

No gate keeps a new json.loads from skipping the duplicate-key hook Open

ci good first issue

Alberto-Codes/vramfit#299 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

pack: the override check counts tensors the quantizer never types Open

bug

Alberto-Codes/vramfit#305 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The scan checkpoint revalidates the whole file on every append Open

bug

Alberto-Codes/vramfit#316 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

pack: imatrix_excluded records the request, not the erasure Open

decision

Alberto-Codes/vramfit#324 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The imatrix reader refuses one orphan half, the C loader refuses both Open

bug

Alberto-Codes/vramfit#325 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The within-group ports' CPU-retry path and non-finite inputs are untested Open

good first issue

Alberto-Codes/vramfit#333 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

scan --groups leaves four cases untested Open

documentation good first issue

Alberto-Codes/vramfit#339 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

docs: cli.md does not say why scan --groups takes no glob Open

documentation good first issue

Alberto-Codes/vramfit#349 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

pack: two inputs reach a split shard without the refusal firing Open

bug

Alberto-Codes/vramfit#354 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

DuplicateKeyError renders an unbounded key, and five readers print it Open

bug

Alberto-Codes/vramfit#363 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MoE target: fit Qwen3.6-35B-A3B on a 16 GiB card Open

parking-lot target

Alberto-Codes/vramfit#390 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MoE target: fit Qwen3-Next-80B-A3B on a single 24 GiB card Open

parking-lot target

Alberto-Codes/vramfit#391 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Does the recipe mark a never-priced assignment? Open

chart:discuss

Alberto-Codes/vramfit#398 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Generate our own importance matrix and keep the head-to-head fair Open

parking-lot research

Alberto-Codes/vramfit#407 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Write the local-setup how-to for publication #2, after the usage and pricing fixes Open

documentation publication

Alberto-Codes/vramfit#411 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Does a fine-tune inherit its base checkpoint's sensitivity map? Open

question research

Alberto-Codes/vramfit#412 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Do the tier-3 numbers measure the target with reasoning inactive? Open

publication question research

Alberto-Codes/vramfit#417 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

What evidence does a target ticket record, and when does it go stale? Open

decision process

Alberto-Codes/vramfit#418 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Does per-layer KV-cache precision deserve its own sensitivity map? Open

question research

Alberto-Codes/vramfit#424 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The window pool misprices at a non-default n_ubatch Open

decision

Alberto-Codes/vramfit#433 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Storage factor names a concept kv_tensors no longer carries Open

documentation

Alberto-Codes/vramfit#434 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

pack: the uncovered scan missed 10 absent attn_v entries on the Gemma 4 pack Open

bug

Alberto-Codes/vramfit#439 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Fold the projector sidecar seam into the port architecture Open

question

Alberto-Codes/vramfit#445 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Ship the shipped-arm vision pairs in an analysis artifact Open

publication

Alberto-Codes/vramfit#455 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

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