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+macos27/h16g/stage0.h16g.aimodelc/main-h16g-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0.bc/h16g/attend0c32768_qk5ItKgBSNUApMn35c2VKQ_5_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text +macos27/h16g/stage0.h16g.aimodelc/main-h16g-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/scan0_STp_wm_LzmT1Uunpx--22w_10_ANE_region_0_0.bc/h16g/attend0c4096_4hrppvMEmdGE0Wi6nUNomg_6_ANE_region_0_0.mlir.bc filter=lfs diff=lfs merge=lfs -text diff --git a/NOTICE b/NOTICE index fa53444bb21e6969a3cff63e963a4df4d4a6c910..87cb27e131c4381cb5d55b90bf6fd7c35a5ac577 100644 --- a/NOTICE +++ b/NOTICE @@ -1,16 +1,44 @@ -Independent Core AI conversion of vllm-sr/d3-mini, fine-tuned from -Qwen/Qwen3.5-4B, for text and image decisions. -Upstream: https://huggingface.co/vllm-sr/d3-mini -Revision: bd0090dd758d32ba59ef5c749910a8e87fc4391f +Independent Core AI conversion of LiquidAI/d1-3B for text and image decisions. +Upstream: https://huggingface.co/LiquidAI/d1-3B +Revision: 051bcc464b01b9f92942b364d9586b0ef5912432 -The upstream checkpoint, upstream code and converted weights are governed by -the Apache License 2.0. A copy of the license accompanies this distribution. -Each bundle's checkpoint folder redistributes the upstream code, tokenizer, -configuration, readout and license files unmodified, and the token embeddings -and vision position table from the upstream weights. +The upstream checkpoint, upstream code and converted weights are governed by the +LFM Open License v1.0. A copy of the license accompanies this distribution. -The language backbone runs as FP16 Core AI stages and the vision tower as an -FP16 Core AI asset on the Apple Neural Engine. Tokenization, image -preprocessing, position tables, token-embedding lookup and option readout run -on the host CPU. The model has not been retrained. This project is not -affiliated with or endorsed by vllm-sr or Qwen. +The conversion uses 1x1 convolution projections, activation scaling, +tanh-form SiLU and a split FFN. The language backbone and SigLIP2 vision tower +are exported as FP16 Core AI assets for the Apple Neural Engine. Tokenization, +image preprocessing, token-embedding lookup, the FP32 multimodal projector, +and option readout run on the host CPU. The model has not been retrained. +This project is not affiliated with or endorsed by Liquid AI. + +Independent Core AI conversions of vllm-sr/d3-nano and vllm-sr/d3-mini, +fine-tuned from Qwen/Qwen3.5-2B and Qwen/Qwen3.5-4B, for text and image decisions. +Upstream: https://huggingface.co/vllm-sr/d3-nano, https://huggingface.co/vllm-sr/d3-mini +Revisions are pinned in src/tinkerbox_ane/d3/__init__.py and recorded in exported manifests. + +Their checkpoints, upstream code and converted weights are governed by the +Apache License 2.0 (LICENSES/Apache-2.0.txt). The language backbone runs as +FP16 Core AI stages and the vision tower as an FP16 Core AI asset on the Apple +Neural Engine; tokenization, image preprocessing, position tables, +token-embedding lookup and option readout run on the host CPU. The models +have not been retrained. This project is not affiliated with or endorsed by +vllm-sr or Qwen. + +OmniVoice integration: +Upstream code: https://github.com/k2-fsa/OmniVoice (Apache-2.0). +Checkpoint: https://huggingface.co/k2-fsa/OmniVoice +Revision: c5fdb5ccb189668d56333f77ba2629f4cd7535f4 +OmniVoice checkpoint and derived weights are licensed CC-BY-NC. +The Qwen3 transformer is converted independently; CPU speech processing and +sampling use the separately installed upstream omnivoice package. + +VoxCPM2 speech integration: +Upstream: https://github.com/OpenBMB/VoxCPM +Source revision: cce58a5b59303c9bd63d12f23afe6a49a4a80c59 +Checkpoint: https://huggingface.co/openbmb/VoxCPM2 +Revision: 32279effe8c19989596f05d353d1447f51d9e915 +Copyright 2026 OpenBMB. Code and weights are Apache-2.0 licensed; +see LICENSES/VoxCPM-Apache-2.0.txt. The AudioVAE V2 codec and causal streaming decoder +are retained from upstream. MiniCPM transformers are independently converted +for ANE; task conditioning and sampling follow the pinned upstream contract. diff --git a/README.md b/README.md index b397587e7e18864b8027368cc1725df1bf066e4b..5dc00aaccc187b111fea92210dd95f134a118180 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ Requires macOS 27, Apple Silicon M4 or newer, and Python 3.12 or 3.13. ## Usage -Install `tinkerbox-ane>=2.1.0`. Loading the model downloads only this Mac's bundle: its `checkpoint` folder carries the upstream code, tokenizer and configuration, and the token embeddings and vision position table the CPU uses. +Install `tinkerbox-ane>=2.2.0`. Loading the model downloads only this Mac's bundle: its `checkpoint` folder carries the original model's code, tokenizer and configuration, and the token embeddings and vision position table the CPU uses. ```python import tinkerbox_ane @@ -72,20 +72,30 @@ d3's full-attention layers let every prompt token see the question, so questions ## Benchmarks -Measured October 21, 2026 on Apple M5 Pro (`h17s`, 24 GiB), macOS 27.0.1, one question, warm. +Measured October 26, 2026 on Apple M5 Pro (`h17s`, 24 GiB), macOS 27.0.1, one question, warm. | Metric | Result | |---|---:| | Top-answer agreement with FP32 text reference | 100% | | Absolute probability drift, mean / maximum | 0.0008 / 0.025 | | Official BF16 drift from FP32, mean / maximum | 0.0006 / 0.018 | -| 91-token text prompt | 85 ms | -| 250-token text prompt | 171 ms | -| 506-token text prompt | 354 ms | -| 4,090-token text prompt | 3.07 s | -| 7,998 token text prompt | 8.23 s | -| 26,063-token text prompt | 51.4 s | -| 640 × 480 image prompt | 0.64 s | -| ANE energy, 91-token prompt | 317 mJ | - -Upstream checkpoint: `vllm-sr/d3-mini@bd0090dd758d32ba59ef5c749910a8e87fc4391f`. Weights, upstream code, and converted assets retain the [Apache License 2.0](LICENSE). See [NOTICE](NOTICE). +| Peak wired memory | 9.0 GiB | +| Peak Python memory | 0.76 GiB | +| 123-token text prompt | 86 ms | +| 198-token text prompt | 183 ms | +| 284-token text prompt | 276 ms | +| 358-token text prompt | 276 ms | +| 841-token text prompt | 0.65 s | +| 3,091-token text prompt | 2.47 s | +| 640 × 480 image prompt | 0.67 s | +| ANE energy, 123-token prompt | 0.52 J | +| ANE energy, 198-token prompt | 1.01 J | +| ANE energy, 284-token prompt | 1.56 J | +| ANE energy, 358-token prompt | 1.58 J | +| ANE energy, 841-token prompt | 3.68 J | +| ANE energy, 3,091-token prompt | 13.7 J | +| ANE energy, 640 × 480 image prompt | 2.88 J | + +Prompts of 129 to 320 tokens take the chunked path, which keeps one set of weights resident to minimize memory instead of a wider, faster prompt function. + +Original checkpoint: `vllm-sr/d3-mini@bd0090dd758d32ba59ef5c749910a8e87fc4391f`. Weights, original code, and converted assets retain the [Apache License 2.0](LICENSE). See [NOTICE](NOTICE). diff --git a/config.json b/config.json index 49a75552a4533afd2fa0ba8b29b2bd3ab588789e..729cf2873f41ee446d0ad233cf7f7e58d128eb1e 100644 --- a/config.json +++ b/config.json @@ -1,25 +1,25 @@ { "version": 2, "source_hashes": [ - "51cbe0abd289ddf636b34179348596a2e7def4521ee2eabd14f9a46c48ae10f1", - "164623ac5874a54cea29c4749114d510bd88a13d884e2d68e1f1df67be6cf5de", - "ff3f2969cd01a83c20be1606d3556242fd9132566cf2ec02e14d9cf68ee36467", - "35712b416c1402371f52f1bb19cebc83a165220924dbcd2a4963a0a877ddbd62", - "05ebe8269902b48564f31bbba0601fa1e61a20d99160368b095dc0e8163ecb22", - "def8236cf969685fb29c3e5c7fdfa414df4e66c1f33197e4bd7d105a9f70f8b0", - "631b7e02eb98f1aa94331b6c7b3665dcc89647e70daac46f5a2746754ab68fa6", - "fd9de48ebd8dba01ff80906364962eccf7fb2022aa596652afb57b64b57023e3" + "23dd9355a66a08e939922ca8816584ad0d88f3faeaeb69713bd83ba8a4272061", + "6d69fee0febffb660e407069f307987f4a171f8375f7be2e66873db24a384423", + "3a30aced274a06e7b4066fc8086c4b6c05cf377076f75d8e408e0ffa0a6802e1", + "a28ef55d816dad54ce8b55eb8f98731c8f5e25ec07c70c61c70e008ca1e3314a", + "336182099d33ccd583bd563f91d3f58cecc66509e1c4fcae5b84e3cfe370bba4", + "5b9b05d45d55ef470d1081d581af9740f4e497bb20a39e66956d288645a036d6", + "e2f8a92f4cde18bd248390abd609cc958227403bbbfcfd1e9ac487398784241c", + "d7d7c4fda304cfdea0715e3c0aeb5b7b5a3025a8394da4c329d1d850072f61b4" ], "checkpoint_hash": "f65801d4e26ca49b17d83d6fa4423fc3f8d85e6af5698c54974cfeb1664b6de9", "bundles": { - "h18g": "macos27/h18g/model.json", - "h17s": "macos27/h17s/model.json", - "h17g": "macos27/h17g/model.json", - "h16s": "macos27/h16s/model.json", "h16g": "macos27/h16g/model.json", + "h16s": "macos27/h16s/model.json", "h16c": "macos27/h16c/model.json", + "h17g": "macos27/h17g/model.json", + "h17s": "macos27/h17s/model.json", "h17c": "macos27/h17c/model.json", - "h17d": "macos27/h17d/model.json" + "h17d": "macos27/h17d/model.json", + "h18g": "macos27/h18g/model.json" }, - "vision_source_hash": "25887c7c960158c09e2629811c60d561b72f6c71222ac091068322ba8dad6e92" + "vision_source_hash": "8772ee376063ffd296e87d20214437aedf8cf335ecf7c956ce10805953f05d10" } diff --git a/macos27/h16c/model.json b/macos27/h16c/model.json index 0cb3d700f2ee280630e0444d159e6a64251ca3c6..2d0d467df36336b7e3a14d87ad84b876c6630527 100644 --- a/macos27/h16c/model.json +++ b/macos27/h16c/model.json @@ -15,10 +15,7 @@ 32768 ], "prompts": [ - 128, - 192, - 256, - 320 + 128 ], "hidden": 2560, "heads": 16, @@ -40,7 +37,7 @@ "assets": [ { "asset": "stage0.h16c.aimodelc", - "source_hash": "51cbe0abd289ddf636b34179348596a2e7def4521ee2eabd14f9a46c48ae10f1", + "source_hash": "23dd9355a66a08e939922ca8816584ad0d88f3faeaeb69713bd83ba8a4272061", "functions": [ "scan0", "attend0c256", @@ -52,10 +49,7 @@ "attend0c16384", "attend0c24576", "attend0c32768", - "prompt0c128", - "prompt0c192", - "prompt0c256", - "prompt0c320" + "prompt0c128" ], "flops": { "scan0": 95270207488, @@ -68,15 +62,12 @@ "attend0c16384": 72343355392, "attend0c24576": 98113159168, "attend0c32768": 123882962944, - "prompt0c128": 116342390784, - "prompt0c192": 174714912768, - "prompt0c256": 233221652480, - "prompt0c320": 291862609920 + "prompt0c128": 116342390784 } }, { "asset": "stage1.h16c.aimodelc", - "source_hash": "164623ac5874a54cea29c4749114d510bd88a13d884e2d68e1f1df67be6cf5de", + "source_hash": "6d69fee0febffb660e407069f307987f4a171f8375f7be2e66873db24a384423", "functions": [ "scan1", "attend1c256", @@ -88,10 +79,7 @@ "attend1c16384", "attend1c24576", "attend1c32768", - "prompt1c128", - "prompt1c192", - "prompt1c256", - "prompt1c320" + "prompt1c128" ], "flops": { "scan1": 95270207488, @@ -104,15 +92,12 @@ "attend1c16384": 72343355392, "attend1c24576": 98113159168, "attend1c32768": 123882962944, - "prompt1c128": 116342390784, - "prompt1c192": 174714912768, - "prompt1c256": 233221652480, - "prompt1c320": 291862609920 + "prompt1c128": 116342390784 } }, { "asset": "stage2.h16c.aimodelc", - "source_hash": "ff3f2969cd01a83c20be1606d3556242fd9132566cf2ec02e14d9cf68ee36467", + "source_hash": "3a30aced274a06e7b4066fc8086c4b6c05cf377076f75d8e408e0ffa0a6802e1", "functions": [ "scan2", "attend2c256", @@ -124,10 +109,7 @@ "attend2c16384", "attend2c24576", "attend2c32768", - "prompt2c128", - "prompt2c192", - "prompt2c256", - "prompt2c320" + "prompt2c128" ], "flops": { "scan2": 95270207488, @@ -140,15 +122,12 @@ "attend2c16384": 72343355392, "attend2c24576": 98113159168, "attend2c32768": 123882962944, - "prompt2c128": 116342390784, - "prompt2c192": 174714912768, - "prompt2c256": 233221652480, - "prompt2c320": 291862609920 + "prompt2c128": 116342390784 } }, { "asset": "stage3.h16c.aimodelc", - "source_hash": "35712b416c1402371f52f1bb19cebc83a165220924dbcd2a4963a0a877ddbd62", + "source_hash": "a28ef55d816dad54ce8b55eb8f98731c8f5e25ec07c70c61c70e008ca1e3314a", "functions": [ "scan3", "attend3c256", @@ -160,10 +139,7 @@ "attend3c16384", "attend3c24576", "attend3c32768", - "prompt3c128", - "prompt3c192", - "prompt3c256", - "prompt3c320" + "prompt3c128" ], "flops": { "scan3": 95270207488, @@ -176,15 +152,12 @@ "attend3c16384": 72343355392, "attend3c24576": 98113159168, "attend3c32768": 123882962944, - "prompt3c128": 116342390784, - "prompt3c192": 174714912768, - "prompt3c256": 233221652480, - "prompt3c320": 291862609920 + "prompt3c128": 116342390784 } }, { "asset": "stage4.h16c.aimodelc", - "source_hash": "05ebe8269902b48564f31bbba0601fa1e61a20d99160368b095dc0e8163ecb22", + "source_hash": "336182099d33ccd583bd563f91d3f58cecc66509e1c4fcae5b84e3cfe370bba4", "functions": [ "scan4", "attend4c256", @@ -196,10 +169,7 @@ "attend4c16384", "attend4c24576", "attend4c32768", - "prompt4c128", - "prompt4c192", - "prompt4c256", - "prompt4c320" + "prompt4c128" ], "flops": { "scan4": 95270207488, @@ -212,15 +182,12 @@ "attend4c16384": 72343355392, "attend4c24576": 98113159168, "attend4c32768": 123882962944, - "prompt4c128": 116342390784, - "prompt4c192": 174714912768, - "prompt4c256": 233221652480, - "prompt4c320": 291862609920 + "prompt4c128": 116342390784 } }, { "asset": "stage5.h16c.aimodelc", - "source_hash": "def8236cf969685fb29c3e5c7fdfa414df4e66c1f33197e4bd7d105a9f70f8b0", + "source_hash": "5b9b05d45d55ef470d1081d581af9740f4e497bb20a39e66956d288645a036d6", "functions": [ "scan5", "attend5c256", @@ -232,10 +199,7 @@ "attend5c16384", "attend5c24576", "attend5c32768", - "prompt5c128", - "prompt5c192", - "prompt5c256", - "prompt5c320" + "prompt5c128" ], "flops": { "scan5": 95270207488, @@ -248,15 +212,12 @@ "attend5c16384": 72343355392, "attend5c24576": 98113159168, "attend5c32768": 123882962944, - "prompt5c128": 116342390784, - "prompt5c192": 174714912768, - "prompt5c256": 233221652480, - "prompt5c320": 291862609920 + "prompt5c128": 116342390784 } }, { "asset": "stage6.h16c.aimodelc", - "source_hash": "631b7e02eb98f1aa94331b6c7b3665dcc89647e70daac46f5a2746754ab68fa6", + "source_hash": "e2f8a92f4cde18bd248390abd609cc958227403bbbfcfd1e9ac487398784241c", "functions": [ "scan6", "attend6c256", @@ -268,10 +229,7 @@ "attend6c16384", "attend6c24576", "attend6c32768", - "prompt6c128", - "prompt6c192", - "prompt6c256", - "prompt6c320" + "prompt6c128" ], "flops": { "scan6": 95270207488, @@ -284,15 +242,12 @@ "attend6c16384": 72343355392, "attend6c24576": 98113159168, "attend6c32768": 123882962944, - "prompt6c128": 116342390784, - "prompt6c192": 174714912768, - "prompt6c256": 233221652480, - "prompt6c320": 291862609920 + "prompt6c128": 116342390784 } }, { "asset": "stage7.h16c.aimodelc", - "source_hash": "fd9de48ebd8dba01ff80906364962eccf7fb2022aa596652afb57b64b57023e3", + "source_hash": "d7d7c4fda304cfdea0715e3c0aeb5b7b5a3025a8394da4c329d1d850072f61b4", "functions": [ "scan7", "attend7c256", @@ -304,10 +259,7 @@ "attend7c16384", "attend7c24576", "attend7c32768", - "prompt7c128", - "prompt7c192", - "prompt7c256", - "prompt7c320" + "prompt7c128" ], "flops": { "scan7": 95270207488, @@ -320,10 +272,7 @@ "attend7c16384": 72343355392, "attend7c24576": 98113159168, "attend7c32768": 123882962944, - "prompt7c128": 116342390784, - "prompt7c192": 174714912768, - "prompt7c256": 233221652480, - "prompt7c320": 291862609920 + "prompt7c128": 116342390784 } } ], @@ -333,7 +282,7 @@ "revision": "bd0090dd758d32ba59ef5c749910a8e87fc4391f" }, "vision_asset": "vision.h16c.aimodelc", - "vision_source_hash": "25887c7c960158c09e2629811c60d561b72f6c71222ac091068322ba8dad6e92", + "vision_source_hash": "8772ee376063ffd296e87d20214437aedf8cf335ecf7c956ce10805953f05d10", "vision_functions": [ "p1024", "p1536", diff --git a/macos27/h16c/stage4.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/binary_0.llir.bundle/scan4_wgVNgXUEpa5Q4MpiDi4ocg_13_ANE_region_0_0.bc/h16c/attend4c8192_ZOtngWL2CPwZEtijPrkbAQ_8_ANE_region_0_0.mlir.bc 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a/macos27/h16c/stage2.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist b/macos27/h16c/stage2.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist index 130c85d2b07d89fd8bb98b9e9d7f3753612b5625..00a2b4bc859adadd1e588a5bbf6801a52d7beb64 100644 --- a/macos27/h16c/stage2.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +++ b/macos27/h16c/stage2.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist @@ -9,7 +9,7 @@ ANERegionsHash h16c - F81D67F95D0B529AF3C12BBC536F97335D8477B5B4A6F8A40809807214F49826_E1EBDBE8B5EDD9F8605D2860E4F8C5FD9AD82CA0B79DDECD3589EAAC96451C74 + 5A5D6CF1935FF8474FE1591F754D5E25AFDDC1DBAA3BB3B11D848A26C7BE563F_AE66ED6D87B03D5511C431BD207785C84D95FDCDC87530D4B5F72563232030DB Adapters by rank @@ -44,9 +44,6 @@ "{\n \"entryFunctionName\" : \"attend2c512_U42ohi2yIMdAGe3RoJ02LQ\",\n \"deviceDescriptor\" : [\n 0,\n 40,\n \"h16c\"\n 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a/macos27/h16c/stage3.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist b/macos27/h16c/stage3.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist index d6735046853edd64ac05a07655ebb4730eac9772..28e2dc5d446512e952fb115fad454e02296ae2a8 100644 --- a/macos27/h16c/stage3.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +++ b/macos27/h16c/stage3.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist @@ -9,7 +9,7 @@ ANERegionsHash h16c - BD2B58AD3470A8DEFD05A843359C3FA29A2D1515573832D1A15705DAEAFF1329_743D95AB0ACB2E2781F0ED23E3EE05386A719D648F7A449EABBD88C313E29370 + 9F894D9500E328CD22170B224EE8EF792DC34E926252E59176F292833F1DB996_2DF99BCFA973F979D44A461569358D7D9D2D4F1D9E0E8DEAA72BAA043B19C336 Adapters by rank @@ -44,9 +44,6 @@ "{\n \"entryFunctionName\" : \"attend3c512_4p-Pby-cRGHvkAwYN7dqAQ\",\n \"deviceDescriptor\" : [\n 0,\n 40,\n \"h16c\"\n 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prompt3c192_1sZtAjyrIK0Wr-jCiJWUjQ_10_ANE_region_0_0 - - - mps.ane.regionCallArgToEntrypointArgIndex - - 0 - 1 - 2 - 3 - - - - mps.ane.regionCallResultToEntrypointReturnIndex - - 0 - - - mps.aneAlignedIO - mps.disablePreAllocate - mps.fullyPlacedOnANE - mps.noGPUActivity - - prompt3c256_pqn42JO8BCoMMLLwdU2elQ_11 - - - mps.ane.calleeName - prompt3c256_pqn42JO8BCoMMLLwdU2elQ_11_ANE_region_0_0 - - - mps.ane.regionCallArgToEntrypointArgIndex - - 0 - 1 - 2 - 3 - - - - mps.ane.regionCallResultToEntrypointReturnIndex - - 0 - - - mps.aneAlignedIO - mps.disablePreAllocate - mps.fullyPlacedOnANE - mps.noGPUActivity - - prompt3c320_0j5xKACb3CB-q__yErxDdA_12 - - - mps.ane.calleeName - prompt3c320_0j5xKACb3CB-q__yErxDdA_12_ANE_region_0_0 - - - mps.ane.regionCallArgToEntrypointArgIndex - - 0 - 1 - 2 - 3 - - - - mps.ane.regionCallResultToEntrypointReturnIndex - - 0 - - - mps.aneAlignedIO - mps.disablePreAllocate - mps.fullyPlacedOnANE - mps.noGPUActivity - - scan3_PdaU82mY9L4J4JEXz1pUfg_13 - - - 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a/macos27/h16c/stage4.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist b/macos27/h16c/stage4.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist index 27c3f95935b25d590cd40d67be2e0df8f3a3b39e..ccc0d4506eea6d4f61e7809c63a6f8bf54aec83d 100644 --- a/macos27/h16c/stage4.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +++ b/macos27/h16c/stage4.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist @@ -9,7 +9,7 @@ ANERegionsHash h16c - 3393B1B769C6D92543BCC77C02D510CDFC767D32A6E3DE0E36DB873AE728D9DB_88D8B9C7D83DA4D93C610053CB2AD8513B0D1C91817B5CBCC1172DCF8EA25266 + 9015C45CDCE3D35F854268CEFD1443D6168ECB0301C7C682FEEBF1480DD63B49_EE150F217CEB3F94645EF959404F1F59F5893A4B8A402B401673094CC59DEA4D Adapters by rank @@ -44,9 +44,6 @@ "{\n \"entryFunctionName\" : \"attend4c512_xig245xVgqfA_nwee7FOzA\",\n \"deviceDescriptor\" : [\n 0,\n 40,\n \"h16c\"\n 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a/macos27/h16c/stage5.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist b/macos27/h16c/stage5.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist index 0b050ab9de049d257f099e6e1a69447e6d531df6..544c4457d5612fd46b02bdd5628ad1ad0c5cb75c 100644 --- a/macos27/h16c/stage5.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +++ b/macos27/h16c/stage5.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist @@ -9,7 +9,7 @@ ANERegionsHash h16c - 1A338C7438D9A6ECD2300A70E2C106E517431B4FC9E4D90DFE5431956F95E8C1_47A0A5F63D489736E03AC3DB97CBB4302F6C1BC11CF2262ADEE113405A093C06 + 3234E6B3BA8ADF3CB3841B52F5FA33A9C05FDD1B62DCC41D9A09DE5D35104880_5303B00793D5C72E0F92E590BC98F2FCDC443EB91D5AE18A6E650861E46CBAF7 Adapters by rank @@ -44,9 +44,6 @@ "{\n \"entryFunctionName\" : \"attend5c512_WX8-rM50tuRxKiOSEnfJMw\",\n \"deviceDescriptor\" : [\n 0,\n 40,\n \"h16c\"\n 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-{"computeTypes":["Float16","Float32","Int32","UInt32","UInt64"],"operationDistribution":[{"name":"constant","count":40545},{"name":"broadcast_in_dims","count":13699},{"count":10296,"name":"slice"},{"count":6118,"name":"add"},{"name":"batch_matmul","count":5376},{"count":5376,"name":"broadcasting_batch_matmul"},{"count":5089,"name":"broadcasting_add"},{"name":"reduce","count":4746},{"count":4403,"name":"broadcasting_divide"},{"count":4403,"name":"divide"},{"count":4256,"name":"mul"},{"name":"cast","count":4116},{"name":"reshape","count":3766},{"count":3367,"name":"broadcasting_sub"},{"count":3367,"name":"sub"},{"name":"broadcasting_mul","count":3227},{"count":2863,"name":"transpose"},{"name":"exp","count":2688},{"name":"maximum","count":2688},{"name":"reduce_max","count":2688},{"count":2058,"name":"broadcast_to"},{"count":1272,"name":"concat"},{"name":"broadcast_shapes","count":1029},{"name":"gather_nd","count":1029},{"name":"get_shape","count":1029},{"name":"reduce_mean","count":1029},{"name":"reduce_product","count":1029},{"count":1029,"name":"reduce_sum"},{"name":"conv2d","count":693},{"name":"abs","count":343},{"count":343,"name":"broadcasting_pow"},{"name":"pow","count":343},{"count":343,"name":"rsqrt"},{"count":336,"name":"split"},{"count":175,"name":"gelu"}],"storageTypes":[{"count":331171334,"name":"Float16"},{"name":"UInt32","count":201},{"name":"Int32","count":184},{"name":"UInt64","count":1}]} \ No newline at end of file +{"computeTypes":["Float16","Float32","Int32","UInt32","UInt64"],"storageTypes":[{"name":"Float16","count":331171334},{"name":"UInt32","count":201},{"name":"Int32","count":184},{"name":"UInt64","count":1}],"operationDistribution":[{"count":40545,"name":"constant"},{"count":13699,"name":"broadcast_in_dims"},{"name":"slice","count":10296},{"name":"add","count":6118},{"name":"batch_matmul","count":5376},{"name":"broadcasting_batch_matmul","count":5376},{"name":"broadcasting_add","count":5089},{"count":4746,"name":"reduce"},{"name":"broadcasting_divide","count":4403},{"name":"divide","count":4403},{"count":4256,"name":"mul"},{"name":"cast","count":4116},{"name":"reshape","count":3766},{"count":3367,"name":"broadcasting_sub"},{"count":3367,"name":"sub"},{"name":"broadcasting_mul","count":3227},{"count":2863,"name":"transpose"},{"name":"exp","count":2688},{"name":"maximum","count":2688},{"count":2688,"name":"reduce_max"},{"count":2058,"name":"broadcast_to"},{"count":1272,"name":"concat"},{"count":1029,"name":"broadcast_shapes"},{"name":"gather_nd","count":1029},{"name":"get_shape","count":1029},{"name":"reduce_mean","count":1029},{"name":"reduce_product","count":1029},{"name":"reduce_sum","count":1029},{"name":"conv2d","count":693},{"count":343,"name":"abs"},{"name":"broadcasting_pow","count":343},{"count":343,"name":"pow"},{"count":343,"name":"rsqrt"},{"name":"split","count":336},{"name":"gelu","count":175}]} \ No newline at end of file diff --git a/macos27/h16g/model.json b/macos27/h16g/model.json index 508dabce0db9cb5de82c1a6dcc71b5e1912cce1c..3c3e6de27c6bace85f8a3be288ec2197c560bc45 100644 --- a/macos27/h16g/model.json +++ b/macos27/h16g/model.json @@ -15,10 +15,7 @@ 32768 ], "prompts": [ - 128, - 192, - 256, - 320 + 128 ], "hidden": 2560, "heads": 16, @@ -40,7 +37,7 @@ "assets": [ { "asset": "stage0.h16g.aimodelc", - "source_hash": "51cbe0abd289ddf636b34179348596a2e7def4521ee2eabd14f9a46c48ae10f1", + "source_hash": "23dd9355a66a08e939922ca8816584ad0d88f3faeaeb69713bd83ba8a4272061", "functions": [ "scan0", "attend0c256", @@ -52,10 +49,7 @@ "attend0c16384", "attend0c24576", "attend0c32768", - "prompt0c128", - "prompt0c192", - "prompt0c256", - "prompt0c320" + "prompt0c128" ], "flops": { "scan0": 95270207488, @@ -68,15 +62,12 @@ "attend0c16384": 72343355392, "attend0c24576": 98113159168, "attend0c32768": 123882962944, - "prompt0c128": 116342390784, - "prompt0c192": 174714912768, - "prompt0c256": 233221652480, - "prompt0c320": 291862609920 + "prompt0c128": 116342390784 } }, { "asset": "stage1.h16g.aimodelc", - "source_hash": "164623ac5874a54cea29c4749114d510bd88a13d884e2d68e1f1df67be6cf5de", + "source_hash": "6d69fee0febffb660e407069f307987f4a171f8375f7be2e66873db24a384423", "functions": [ "scan1", "attend1c256", @@ -88,10 +79,7 @@ "attend1c16384", "attend1c24576", "attend1c32768", - "prompt1c128", - "prompt1c192", - "prompt1c256", - "prompt1c320" + "prompt1c128" ], "flops": { "scan1": 95270207488, @@ -104,15 +92,12 @@ "attend1c16384": 72343355392, "attend1c24576": 98113159168, "attend1c32768": 123882962944, - "prompt1c128": 116342390784, - "prompt1c192": 174714912768, - "prompt1c256": 233221652480, - "prompt1c320": 291862609920 + "prompt1c128": 116342390784 } }, { "asset": "stage2.h16g.aimodelc", - "source_hash": "ff3f2969cd01a83c20be1606d3556242fd9132566cf2ec02e14d9cf68ee36467", + "source_hash": "3a30aced274a06e7b4066fc8086c4b6c05cf377076f75d8e408e0ffa0a6802e1", "functions": [ "scan2", "attend2c256", @@ -124,10 +109,7 @@ "attend2c16384", "attend2c24576", "attend2c32768", - "prompt2c128", - "prompt2c192", - "prompt2c256", - "prompt2c320" + "prompt2c128" ], "flops": { "scan2": 95270207488, @@ -140,15 +122,12 @@ "attend2c16384": 72343355392, "attend2c24576": 98113159168, "attend2c32768": 123882962944, - "prompt2c128": 116342390784, - "prompt2c192": 174714912768, - "prompt2c256": 233221652480, - "prompt2c320": 291862609920 + "prompt2c128": 116342390784 } }, { "asset": "stage3.h16g.aimodelc", - "source_hash": "35712b416c1402371f52f1bb19cebc83a165220924dbcd2a4963a0a877ddbd62", + "source_hash": "a28ef55d816dad54ce8b55eb8f98731c8f5e25ec07c70c61c70e008ca1e3314a", "functions": [ "scan3", "attend3c256", @@ -160,10 +139,7 @@ "attend3c16384", "attend3c24576", "attend3c32768", - "prompt3c128", - "prompt3c192", - "prompt3c256", - "prompt3c320" + "prompt3c128" ], "flops": { "scan3": 95270207488, @@ -176,15 +152,12 @@ "attend3c16384": 72343355392, "attend3c24576": 98113159168, "attend3c32768": 123882962944, - "prompt3c128": 116342390784, - "prompt3c192": 174714912768, - "prompt3c256": 233221652480, - "prompt3c320": 291862609920 + "prompt3c128": 116342390784 } }, { "asset": "stage4.h16g.aimodelc", - "source_hash": "05ebe8269902b48564f31bbba0601fa1e61a20d99160368b095dc0e8163ecb22", + "source_hash": "336182099d33ccd583bd563f91d3f58cecc66509e1c4fcae5b84e3cfe370bba4", "functions": [ "scan4", "attend4c256", @@ -196,10 +169,7 @@ "attend4c16384", "attend4c24576", "attend4c32768", - "prompt4c128", - "prompt4c192", - "prompt4c256", - "prompt4c320" + "prompt4c128" ], "flops": { "scan4": 95270207488, @@ -212,15 +182,12 @@ "attend4c16384": 72343355392, "attend4c24576": 98113159168, "attend4c32768": 123882962944, - "prompt4c128": 116342390784, - "prompt4c192": 174714912768, - "prompt4c256": 233221652480, - "prompt4c320": 291862609920 + "prompt4c128": 116342390784 } }, { "asset": "stage5.h16g.aimodelc", - "source_hash": "def8236cf969685fb29c3e5c7fdfa414df4e66c1f33197e4bd7d105a9f70f8b0", + "source_hash": "5b9b05d45d55ef470d1081d581af9740f4e497bb20a39e66956d288645a036d6", "functions": [ "scan5", "attend5c256", @@ -232,10 +199,7 @@ "attend5c16384", "attend5c24576", "attend5c32768", - "prompt5c128", - "prompt5c192", - "prompt5c256", - "prompt5c320" + "prompt5c128" ], "flops": { "scan5": 95270207488, @@ -248,15 +212,12 @@ "attend5c16384": 72343355392, "attend5c24576": 98113159168, "attend5c32768": 123882962944, - "prompt5c128": 116342390784, - "prompt5c192": 174714912768, - "prompt5c256": 233221652480, - "prompt5c320": 291862609920 + "prompt5c128": 116342390784 } }, { "asset": "stage6.h16g.aimodelc", - "source_hash": "631b7e02eb98f1aa94331b6c7b3665dcc89647e70daac46f5a2746754ab68fa6", + "source_hash": "e2f8a92f4cde18bd248390abd609cc958227403bbbfcfd1e9ac487398784241c", "functions": [ "scan6", "attend6c256", @@ -268,10 +229,7 @@ "attend6c16384", "attend6c24576", "attend6c32768", - "prompt6c128", - "prompt6c192", - "prompt6c256", - "prompt6c320" + "prompt6c128" ], "flops": { "scan6": 95270207488, @@ -284,15 +242,12 @@ "attend6c16384": 72343355392, "attend6c24576": 98113159168, "attend6c32768": 123882962944, - "prompt6c128": 116342390784, - "prompt6c192": 174714912768, - "prompt6c256": 233221652480, - "prompt6c320": 291862609920 + "prompt6c128": 116342390784 } }, { "asset": "stage7.h16g.aimodelc", - "source_hash": "fd9de48ebd8dba01ff80906364962eccf7fb2022aa596652afb57b64b57023e3", + "source_hash": "d7d7c4fda304cfdea0715e3c0aeb5b7b5a3025a8394da4c329d1d850072f61b4", "functions": [ "scan7", "attend7c256", @@ -304,10 +259,7 @@ "attend7c16384", "attend7c24576", "attend7c32768", - "prompt7c128", - "prompt7c192", - "prompt7c256", - "prompt7c320" + "prompt7c128" ], "flops": { "scan7": 95270207488, @@ -320,10 +272,7 @@ "attend7c16384": 72343355392, "attend7c24576": 98113159168, "attend7c32768": 123882962944, - "prompt7c128": 116342390784, - 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