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lfm3: add native Metal vision support above the text decoder - #1502

Draft

BlivionIaG wants to merge 175 commits into

ashhart:mainfrom

BlivionIaG:feature/lfm3-vl-support

Draft

lfm3: add native Metal vision support above the text decoder#1502
BlivionIaG wants to merge 175 commits into
ashhart:mainfrom
BlivionIaG:feature/lfm3-vl-support

Commits on Oct 27, 2026
Commits on Oct 28, 2026
Commits on Oct 29, 2026
- Merge current LFM3 admission foundation
  BlivionIaG
  committed
  73bc567
- Merge current LFM3 text foundation
  BlivionIaG
  committed
  20b1873
- test: record extracted LFM3 text qualification
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  committed
  bdfd263
- Merge text artifact qualification receipt
  BlivionIaG
  committed
  549c21a
- lfm3: record completed M5 long-context checks
  BlivionIaG
  committed
  27857f4
- lfm3: record all-width M5 text context checks
  BlivionIaG
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  7ce54bb
- lfm3: complete M5 native-window context receipts
  BlivionIaG
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  687eedf
- lfm3: match processor pixel normalization rounding
  BlivionIaG
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  50b4e0d
- lfm3: record corrected-pixel vision reference checks
  BlivionIaG
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  72c918a
- lfm3: record corrected-pixel serving checks
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  830eace
- lfm3: record corrected-image decoder references
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  b337290
- lfm3: retain opt-in risk predicate experiment and qualification evidence
  BlivionIaG
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  1543227
- lfm3: fuse opt-in attention range predicates
  BlivionIaG
  committed
  de7cf96
Commits on Oct 30, 2026
- lfm3: record integrated fused attention contract pass
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  6e44e6a
- lfm3: add opt-in deferred prompt vocabulary heads
  BlivionIaG
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  380f2a4
- lfm3: record fused attention checkpoint equivalence
  BlivionIaG
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  f83c804
- lfm3: record public deferred-head model qualification
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  1f41f3c
- lfm3: record isolated fused attention serving gains
  BlivionIaG
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  34c4857
- lfm3: record M5 deferred-head and corrected image checks
  BlivionIaG
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  2845702
- lfm3: record fused attention VL width and image equivalence
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  c4d9572
- lfm3: record fused attention text-width equivalence
  BlivionIaG
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  90747ad
- lfm3: record corrected-image deferred-head M5 check
  BlivionIaG
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  f58f430
- lfm3: record isolated M4 attention gains
  BlivionIaG
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  3a6511b
- lfm3: qualify composed attention and deferred heads
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  18f4688
- lfm3: record composed M5 cold serving measurements
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  fb7ed96
- lfm3: record composed qualification across checkpoint widths
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  004c4f5
- lfm3: record matched M5 composed native and MLX metrics
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  7455883
- lfm3: preserve rejected portable FFN reuse measurements
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  ea71ca2
- lfm3: record compact LDS reuse M4 result
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  4e4b7b4
- docs: record rejected M5 compact LDS FFN result
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  799caef
- docs: record bounded M5 FFN experiments and remaining gap
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  cbd6b85
- docs: preserve rejected M4 FFN component timing diagnostic
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  527b6e5
- docs: record rejected M4 legacy matrix FFN screen
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  441512c
- docs: preserve exact but slower M4 fused SwiGLU screen
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  f12b443
- docs: record small M5 fused SwiGLU operator observation
  BlivionIaG
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  3025184
- docs: record full-width R128 FFN exploratory gain
  BlivionIaG
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  2a6441e
- docs: confirm full-width R128 FFN operator gain
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  bf64584
- docs(lfm3): record private gate integration observations
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  8955c4d
- docs(lfm3): verify integrated first gate against primary oracle
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  03c19b7
- docs(lfm3): record gate-only serving regression
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  2df2610
- docs: record full-width R128 up projection regression
  BlivionIaG
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  3ff6bbf
- docs(lfm3): record joint gate-up complete-graph gain
  BlivionIaG
  committed
  ebf1fac
- docs(lfm3): verify joint gate-up sticky error handling
  BlivionIaG
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  e9aeab2
- docs(lfm3): record rejected joint gate-up serving experiment
  BlivionIaG
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  de9983a
- docs(lfm3): record full-shape tile32 and stage measurements
  BlivionIaG
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  eab9522
- Reuse LFM3 attention scratch for final logits
  BlivionIaG
  committed
  ba3882c
- docs: record exact attention chunk fusion prefill gain
  BlivionIaG
  committed
  7d8b614
- docs: record fast packed FFN operator envelope and cost
  BlivionIaG
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  4a1a731
- docs: record tiled attention operator experiment
  codex
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  70cfd22
- docs: record provisional tiled attention prefill timing
  codex
  committed
  4c400e5
- docs: preserve provisional tiled prompt gains and fidelity failure
  BlivionIaG
  committed
  4bfbc8c
- docs: record composed prompt prefill experiment
  codex
  committed
  206a7f4
- docs: trace FFN rounding changes through prompt history
  BlivionIaG
  committed
  7cf6b15
- docs: record genuine attention input checks
  codex
  committed
  e8d524c
- Add default-off LFM3 tiled prompt development paths
  BlivionIaG
  committed
  8df18ab

Commits

Commits on Oct 27, 2026

Commits on Oct 28, 2026

Commits on Oct 29, 2026

Commits on Oct 30, 2026