Joseph Magly
9e21621071
fix(colab): verify model access before loading the pipeline
2026-09-07 22:32:18 -04:00
Joseph Magly
afe6f6465d
Merge current main for CLI layer-selection validation
2026-09-07 17:17:06 -04:00
Joseph Magly
b54bfe3955
style(test): remove trailing blank line from Optuna contracts
2026-09-07 16:26:56 -04:00
Joseph Magly
707e762904
fix(packaging): install and validate the Bayesian optimizer by default
2026-09-07 16:23:48 -04:00
Joseph Magly
40236a150e
fix(bayesian): reset attempt state and persist every skipped outcome
2026-09-07 16:21:29 -04:00
Joseph Magly
bbf06fd6c8
test(cli): verify layer selection reaches local and remote execution
2026-09-07 16:20:38 -04:00
Raja Mukerji
5fe46d2dca
feat(cli): expose --layer-selection so layer strategy is reachable without the Python API
2026-09-07 09:43:39 -07:00
Raja Mukerji
2d31d64857
fix(bayesian): surface skipped optimization and clamp warm start to search space
2026-09-07 00:36:39 -07:00
Joseph Magly
985c9e9363
feat: add safe distributed checkpoint intake and preflight
2026-09-04 19:43:53 -04:00
Joseph Magly
131a4a8b55
docs: align fused offload claims with test contract
2026-09-02 14:32:29 -04:00
Pliny the Younger and Claude Fable 5.1
89b63ce216
feat(abliteration): update offloaded fused MoE expert tensors in place ( #115 )
...
transformers 5 stores routed experts as fused 3D parameters
(experts.gate_up_proj / experts.down_proj) for Mixtral, Qwen3-MoE,
DeepSeek-V3, GLM-4 MoE, Llama 4, gpt-oss and OLMoE. When such a layer is
CPU- or disk-offloaded by Accelerate, EXCISE failed closed with
"offloaded fused expert tensors are not yet a supported surgery layout",
so every frontier MoE checkpoint large enough to need offload could not be
abliterated at all.
Route the three fused projections and the fused bias projection through the
existing LogicalParameterTransaction adapter: a meta-resident fused
parameter is resolved to a private copy of its authoritative backing value,
projected per expert, and committed atomically; the live parameter stays on
meta and quantized or unknown backing layouts still fail before mutation.
Thread offload_roots through the MoE dispatch call sites so parent-prefixed
Accelerate hooks resolve, and drop the preflight rejection of 3D meta
parameters (validate_offloaded_parameters already resolves them).
Tests: fused 3D, bias, granular and selective-inversion projections on
offloaded backing stores, bounded norm restoration, parent-prefixed hook
resolution, quantized fail-closed, commit-failure rollback, and a full
offline pipeline run on a disk-offloaded tiny Mixtral fixture that verifies
the saved checkpoint carries the updated experts with no meta tensors.
Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com >
2026-09-02 11:54:14 -04:00
Joseph Magly
d6d4f5ba22
feat: evaluate saved Qwen3.8 checkpoints
2026-08-29 19:14:04 -04:00
Joseph Magly
95c0cd606d
fix(eval): score full anchored completions
2026-08-29 19:00:51 -04:00
Joseph Magly
4b737cba64
feat(qwen38): add E03 coherence recovery candidate
2026-08-29 18:45:57 -04:00
Joseph Magly
941869d909
feat: add tune-only Qwen3.8 E02 candidate ( #185 )
2026-08-29 03:54:53 -04:00
Joseph Magly
02cafde149
fix: make supervised pipeline timeout configurable ( #185 )
2026-08-29 01:12:34 -04:00
Joseph Magly
9e149bf656
feat: add held-out Qwen3.8 experiment protocol ( #185 )
2026-08-29 00:17:41 -04:00
Joseph Magly
e8a36d796c
feat: add durable reconnect-safe experiment runs ( #184 )
2026-08-28 23:50:45 -04:00
Joseph Magly
41654bdcdf
fix: make spectral evidence fail inconclusive ( #183 )
2026-08-28 23:25:14 -04:00
Joseph Magly
1f428f60cf
fix: make KL optimization measured and reversible ( #182 )
2026-08-28 23:11:26 -04:00
Joseph Magly
683b39ba53
fix: surface bounded GPU admission failures
2026-08-28 10:42:41 -04:00
Joseph Magly
691a5da746
fix(qwen): recognize saved text derivatives
2026-08-27 20:17:09 -04:00
Joseph Magly
44f7842c9c
fix(qwen): preserve validated runtime on checkpoint reload
2026-08-27 20:12:43 -04:00
Joseph Magly
827ba8e106
fix: validate Qwen hybrid runtime placement
2026-08-27 01:12:20 -04:00
Joseph Magly
270db39e27
fix(qwen): preserve checkpoint multi-EOS stops
2026-08-26 23:45:01 -04:00
Joseph Magly
2145a22d41
fix(gpu): permit bounded CUDA context residue
2026-08-26 23:21:03 -04:00
Joseph Magly
f31d182456
test(gpu): cover benchmark lifecycle orchestration
2026-08-26 22:57:37 -04:00
Joseph Magly
6df26d07e7
test(gpu): keep benchmark contracts CPU-only
2026-08-26 22:51:13 -04:00
Joseph Magly
9ab258359e
fix(gpu): admit benchmark loads through lifecycle broker
2026-08-26 22:48:59 -04:00
Joseph Magly
5aa11828a1
feat(surgery): add validated Qwen3.8 output-writer contract
2026-08-26 22:32:14 -04:00
Joseph Magly
1c6c7a47ca
fix(validation): use chat contract for deterministic probes
2026-08-26 22:20:09 -04:00
Joseph Magly
31ceb7041c
fix: gate GPU allocation on supervisor admission
2026-08-24 21:02:58 -04:00
Joseph Magly
4b677be612
feat: publish GPU model lifecycle events
2026-08-24 20:27:21 -04:00
Joseph Magly
b8b7a12493
fix(pipeline): tolerate missing cancellation state
2026-08-24 14:36:39 -04:00
Joseph Magly
b7969cfed0
test(cli): relax quality gates for random fixture
2026-08-24 13:57:23 -04:00
Joseph Magly
ccba4f5d85
fix(surgery): guard unvalidated Qwen hybrid layouts
2026-08-24 13:54:31 -04:00
Joseph Magly
d8d0a76231
fix(pipeline): fail closed on invalid output
2026-08-24 13:42:13 -04:00
Joseph Magly
f354effc72
fix(ui): refresh GPU memory gauge periodically
2026-08-24 12:51:02 -04:00
Joseph Magly
8c4c68760d
feat: make UI model loading configurable
2026-08-24 11:53:18 -04:00
Joseph Magly
f6ee663e1b
fix(device): fall back when psutil memory query fails
2026-08-23 21:48:06 -04:00
Joseph Magly
34218cf6f7
feat(models): add Qwen3.8 27B preset
2026-08-23 20:43:23 -04:00
Joseph Magly
3aaa7e563c
test(ui): keep VRAM renderer dependency-light
2026-08-23 20:13:16 -04:00
Joseph Magly
5ce65e8193
fix(ui): show VRAM for every visible GPU
2026-08-23 20:06:08 -04:00
Joseph Magly
cad100dd70
feat: refresh model catalog and shared-host guidance
2026-08-23 18:57:13 -04:00
Joseph Magly
6b6a0fe3d8
test(device): restore release branch coverage
2026-08-23 11:46:39 -04:00
Joseph Magly
d52c7fc406
test(ui): classify lifecycle regression as conditional
2026-08-23 11:21:27 -04:00
Joseph Magly
ad883cef0b
feat: harden local runtime and verification
2026-08-23 11:16:10 -04:00
Joseph Magly
beb4707401
ci: release tested source snapshots only
2026-08-22 11:28:30 -04:00
Joseph Magly
c546d30e9e
test: support TOML parsing on Python 3.10
2026-08-22 11:04:56 -04:00
Joseph Magly
7b7109feb5
ci: bind release evidence to artifact hashes
2026-08-22 10:59:08 -04:00
Joseph Magly