Commits

Commit history

1. Commits on Jul 24, 2026

   • feat(cli): --query unification + PNG overlay panel output

     Show description for 70bcc91
     smellslikeml

     committed
     70bcc91View commit details

     Copy full SHA for 70bcc91

     View code at this pointBrowse repository at this point

   • fix(cli): tokenize phrases via llama.cpp — drop the 4-phrase hardcoded map

     Show description for 04fe15a
     

     smellslikeml

     and

     claude

     committed
     04fe15aView commit details

     Copy full SHA for 04fe15a

     View code at this pointBrowse repository at this point

   • perf(sam3-vision): F16 matmul weight loads via cpu_linear F16 overload

     Show description for e17bc70
     

     smellslikeml

     and

     claude

     committed
     e17bc70View commit details

     Copy full SHA for e17bc70

     View code at this pointBrowse repository at this point

   • perf(sam3-vision): flash_attn_ext for all attention — trunk 183s → 64s (2.9×)

     Show description for bfff473
     

     smellslikeml

     and

     claude

     committed
     bfff473View commit details

     Copy full SHA for bfff473

     View code at this pointBrowse repository at this point

   • perf(sam3-vision): FPN neck native via ggml_conv_2d_direct — 188s → 3.9s (48×)

     Show description for a32530c
     

     smellslikeml

     and

     claude

     committed
     a32530cView commit details

     Copy full SHA for a32530c

     View code at this pointBrowse repository at this point

   • perf(sam3-vision): ggml_mul_mat + OMP everywhere — trunk 20 min → 3.9 min (5.1×)

     Show description for e33f4c2
     

     smellslikeml

     and

     claude

     committed
     e33f4c2View commit details

     Copy full SHA for e33f4c2

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): accept Q4_K/Q6_K/any ggml_type weights — 2.3× smaller model

     Show description for 1e27625
     

     smellslikeml

     and

     claude

     committed
     1e27625View commit details

     Copy full SHA for 1e27625

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): F16 weight tensors — ~3× on per-token decode

     Show description for 1739113
     

     smellslikeml

     and

     claude

     committed
     1739113View commit details

     Copy full SHA for 1739113

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): rewrite cpu_linear via ggml_mul_mat — 5.4× on prefill

     Show description for 0adfe14
     

     smellslikeml

     and

     claude

     committed
     0adfe14View commit details

     Copy full SHA for 0adfe14

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): cache token_embd table + parallel logits GEMV

     Show description for 183c4d0
     

     smellslikeml

     and

     claude

     committed
     183c4d0View commit details

     Copy full SHA for 183c4d0

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): OpenMP on cpu_rms_norm — small extra win on norms

     Show description for 6f80ac8
     

     smellslikeml

     and

     claude

     committed
     6f80ac8View commit details

     Copy full SHA for 6f80ac8

     View code at this pointBrowse repository at this point

   • perf(instructsam-lm): OpenMP + -march=native — ~3-4× LM forward speedup

     Show description for 31aa2a0
     

     smellslikeml

     and

     claude

     committed
     31aa2a0View commit details

     Copy full SHA for 31aa2a0

     View code at this pointBrowse repository at this point

   • feat(instructsam): free-form phrase generation — LM AR loop + --generate CLI mode

     Show description for b2f930f
     

     smellslikeml

     and

     claude

     committed
     b2f930fView commit details

     Copy full SHA for b2f930f

     View code at this pointBrowse repository at this point

   • feat(instructsam): KV cache in LM forward — makes --run-lm practical

     Show description for 704690a
     

     smellslikeml

     and

     claude

     committed
     704690aView commit details

     Copy full SHA for 704690a

     View code at this pointBrowse repository at this point

   • feat(instructsam): Days 8-9 — runnable end-to-end CLI (image + phrases → masks)

     Show description for 7db0c6b
     

     smellslikeml

     and

     claude

     committed
     7db0c6bView commit details

     Copy full SHA for 7db0c6b

     View code at this pointBrowse repository at this point

   • feat(instructsam): Qwen3 fork Day 6 — mask_queries injection works 10/10 slots

     Show description for 0a89cff
     smellslikeml

     committed
     0a89cffView commit details

     Copy full SHA for 0a89cff

     View code at this pointBrowse repository at this point
2. Commits on Jul 23, 2026

   • feat(instructsam): Qwen3 fork Day 3-4 — full 28-layer forward pass runs

     Show description for 803420d
     smellslikeml

     committed
     803420dView commit details

     Copy full SHA for 803420d

     View code at this pointBrowse repository at this point

   • feat(sam3cpp): mmap mode in GgufModel — unblocks 3.3GB LM load

     Show description for 0852c9c
     smellslikeml

     committed
     0852c9cView commit details

     Copy full SHA for 0852c9c

     View code at this pointBrowse repository at this point

   • feat(instructsam): Piece 3 fork — Qwen3 forward skeleton + tensor validation

     Show description for 3ceb29f
     smellslikeml

     committed
     3ceb29fView commit details

     Copy full SHA for 3ceb29f

     View code at this pointBrowse repository at this point

   • feat(instructsam): Piece 3 kickoff — LM integration plan + skeleton

     Show description for 52f7c18
     smellslikeml

     committed
     52f7c18View commit details

     Copy full SHA for 52f7c18

     View code at this pointBrowse repository at this point

   • feat(instructsam): FPN neck — Piece 1 (vision encoder) complete, cos-sim 0.99999+

     Show description for ee3a8d9
     smellslikeml

     committed
     ee3a8d9View commit details

     Copy full SHA for ee3a8d9

     View code at this pointBrowse repository at this point

   • feat(instructsam): vision layers 1-31 loop + spot-check parity 8/8 > 0.9999

     Show description for 195c3eb
     smellslikeml

     committed
     195c3ebView commit details

     Copy full SHA for 195c3eb

     View code at this pointBrowse repository at this point

   • feat(instructsam): vision encoder layer 0 forward — cos-sim 0.999977

     Show description for 0682c3c
     smellslikeml

     committed
     0682c3cView commit details

     Copy full SHA for 0682c3c

     View code at this pointBrowse repository at this point

   • feat(instructsam): Piece 1 milestones 1+2 — vision encoder skeleton + patch/pos/norm

     Show description for 514e12c
     smellslikeml

     committed
     514e12cView commit details

     Copy full SHA for 514e12c

     View code at this pointBrowse repository at this point

   • feat(instructsam): Piece 4 (lm_bridge) + REACH_MILESTONE_3 plan

     Show description for f8c13a6
     smellslikeml

     committed
     f8c13a6View commit details

     Copy full SHA for f8c13a6

     View code at this pointBrowse repository at this point

   • feat(instructsam): detr_encoder — 6/6 layers cos-sim > 0.9999

     Show description for 11af05b
     smellslikeml

     committed
     11af05bView commit details

     Copy full SHA for 11af05b

     View code at this pointBrowse repository at this point

   • feat(instructsam): prompt_cross_attn — full seg-head E2E cos-sim 0.999998

     Show description for dde26cd
     smellslikeml

     committed
     dde26cdView commit details

     Copy full SHA for dde26cd

     View code at this pointBrowse repository at this point

   • feat(instructsam): pixel_decoder FPN — full seg-head chain cos-sim 0.999998

     Show description for 4520d9c
     smellslikeml

     committed
     4520d9cView commit details

     Copy full SHA for 4520d9c

     View code at this pointBrowse repository at this point

   • feat(instructsam): mask_tail — segmentation head end, cos-sim 0.999999

     Show description for b5aaf9d
     smellslikeml

     committed
     b5aaf9dView commit details

     Copy full SHA for b5aaf9d

     View code at this pointBrowse repository at this point

   • feat(instructsam): per-layer box_head refinement — 6/6 layers cos-sim > 0.99

     Show description for 25e2095
     smellslikeml

     committed
     25e2095View commit details

     Copy full SHA for 25e2095

     View code at this pointBrowse repository at this point

   • feat(instructsam): port box_rpb bias — layer-0 cos-sim 0.873 → 0.9996

     Show description for 3c9a7bb
     smellslikeml

     committed
     3c9a7bbView commit details

     Copy full SHA for 3c9a7bb

     View code at this pointBrowse repository at this point

   • feat(instructsam): step 2e — layer-0 parity dashboard, 0.87 cos-sim

     Show description for 8982ddc
     smellslikeml

     committed
     8982ddcView commit details

     Copy full SHA for 8982ddc

     View code at this pointBrowse repository at this point

   • feat(instructsam): InstructsamDecoder::run() — 6-layer graph forks stock decoder

     Show description for 3358b15
     smellslikeml

     committed
     3358b15View commit details

     Copy full SHA for 3358b15

     View code at this pointBrowse repository at this point

   • feat(instructsam): InstructsamDecoder skeleton + tensor validation

     Show description for 99687fc
     smellslikeml

     committed
     99687fcView commit details

     Copy full SHA for 99687fc

     View code at this pointBrowse repository at this point
3. Commits on Mar 24, 2026

   • sam3.cpp — C++/ggml inference engine for SAM 3

     ropoctl

     committed
     802f33eView commit details

     Copy full SHA for 802f33e

     View code at this pointBrowse repository at this point
4. Loading