Alberto-Codes

budget: no clause covers a vision-capable target with no measured vision line Open

enhancement

Alberto-Codes/vramfit#457 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Move the nominal-4 expert row to IQ4_NL, or price why not Open

chart:discuss

Alberto-Codes/vramfit#459 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Rule dense relief below nominal 8 Open

chart:discuss

Alberto-Codes/vramfit#460 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Make the first vramfit run legible and CPU-only Open

chart

Alberto-Codes/vramfit#481 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

State the supported target-runtime surface Open

chart:discuss

Alberto-Codes/vramfit#484 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Package metadata emits a deprecated license-classifier warning Open

good first issue

Alberto-Codes/vramfit#485 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Benchmark vramfit against AutoRound AutoScheme at one GGUF budget Open

research

Alberto-Codes/vramfit#487 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Measure throughput across size-matched mixed-precision recipes Open

research

Alberto-Codes/vramfit#488 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The CLI reference's capacity example matches no published recipe Open

documentation good first issue

Alberto-Codes/vramfit#493 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The glossary has no entry for comparator Open

documentation good first issue

Alberto-Codes/vramfit#503 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Decide whether a test pins the target-runtimes page to the code tables Open

question

Alberto-Codes/vramfit#504 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Three draft pages state a serve, an exactness, and a hardware scope no record supports Open

documentation

Alberto-Codes/vramfit#505 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The sensitivity-map reference example names a model id no measurement used Open

documentation

Alberto-Codes/vramfit#506 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

CLI reference: the version line, the within-group caveat, and the stack limit lag the code Open

documentation

Alberto-Codes/vramfit#507 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

ADR-0004's title reads vLLM first after its amendment inverted the order Open

question

Alberto-Codes/vramfit#508 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Two explanation pages claim runtime retargeting and understate the shipped budget command Open

documentation

Alberto-Codes/vramfit#509 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The 49B model card discloses no imatrix coverage Open

documentation

Alberto-Codes/vramfit#510 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Publication #2 cards: an unbounded build claim, no KV dtype, and stale upload comments Open

documentation

Alberto-Codes/vramfit#511 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The Gemma 4 evals sidecar's toolchain names the tier-3 lane, not the tier-1 and 2 instrument Open

question

Alberto-Codes/vramfit#512 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The recipe reader skips the capability check for an unknown runtime string Open

bug

Alberto-Codes/vramfit#513 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The scan-side fused-expert table lacks the gate_proj row the pack table carries Open

bug

Alberto-Codes/vramfit#514 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Super-block refusal routes by class name, not by measured row width Open

question

Alberto-Codes/vramfit#515 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

override_match: the base-GGUF read can skip, and the embedding flag check accepts two names Open

bug

Alberto-Codes/vramfit#516 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The glossary has no entry for serve ladder or rung Open

documentation

Alberto-Codes/vramfit#517 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Land the target-runtime surface Open

chart:task

Alberto-Codes/vramfit#518 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

check KL direction Open

research

Alberto-Codes/vramfit#544 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

test AutoRound rounding as a within-group method Open

research

Alberto-Codes/vramfit#545 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

test imatrix statistics as scan ordering Open

research

Alberto-Codes/vramfit#546 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MoE target: fit Qwen3-Coder-30B-A3B on a 24 GiB card above stock 4-bit quality Open

target

Alberto-Codes/vramfit#548 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Scan Qwen3-Coder-30B-A3B at 32k across six precisions to prove or kill the 24 GiB dogfood target Open

Alberto-Codes/vramfit#549 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Add the transformer. and gpt_neox. roots to CHECKPOINT_ROOTS, or rule that they wait Open

Alberto-Codes/vramfit#551 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The CLI reference and the scan adapter disagree on which root a map carries Open

Alberto-Codes/vramfit#552 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MemoryRecipePacker accepts a recipe the real packer refuses when no row widths are supplied Open

Alberto-Codes/vramfit#553 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Enumerate the parameter-naming roots in the wild, then solve for them generally Open

Alberto-Codes/vramfit#554 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

pack: an unmappable expert projection escapes as a traceback from the row-width pre-flight Open

Alberto-Codes/vramfit#555 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

One quantity, two terms: pick between "row width" and "row length" Open

Alberto-Codes/vramfit#556 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

docvet reports success for a fail-on check that never ran Open

Alberto-Codes/vramfit#557 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Persist the measured row width in the sensitivity map, so a published map plans on its own again Open

Alberto-Codes/vramfit#558 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Decide the sensitivity map's reuse contract, so one scan serves every budget and every card Open

decision research

Alberto-Codes/vramfit#560 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Price CoopQ's Shapley scoring as a candidate method under #486 Open

research

Alberto-Codes/vramfit#561 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

MAP_ROOT names a concept it does not describe Open

Alberto-Codes/vramfit#563 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

plan double-prices a backbone.-rooted map against its own checkpoint Open

Alberto-Codes/vramfit#564 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Keep doc-reference checks aligned with AGENTS.md instruction content Open

Alberto-Codes/vramfit#565 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 17, 2026

budget: the KV dtype table cannot carry a block-quantized cache type Open

Alberto-Codes/vramfit#575 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

scan and plan --checkpoint disagree on expert group names when transformers fuses MoE experts Open

Alberto-Codes/vramfit#576 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

docs: map README and card disagree on the tier-1/tier-2 corpus Open

Alberto-Codes/vramfit#577 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

The ballasted serve test cannot show whether llama.cpp's --fit changed its own frame Open

decision process

Alberto-Codes/vramfit#582 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

budget: the weight budget prices bytes the target runtime may never hold on the card Open

decision

Alberto-Codes/vramfit#583 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

What does vramfit do with an MTP-bearing model, now that MTP artifacts are what people serve? Open

question research

Alberto-Codes/vramfit#584 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

Four recorded cross-process re-measurements do not isolate a cause, and two share every named condition Open

question research

Alberto-Codes/vramfit#585 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 17, 2026

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