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Anton Vlasjuk
AntonV
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about 3 hours ago
MiniMaxAI/MiniMax-M2.1:
Transformers v5 support
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IlyasMoutawwakil
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post
with π
1 day ago
After 2 months of refinement, I'm happy to announce that a lot of Transformers' modeling code is now significantly more torch-compile & export-friendly π₯ Why it had to be done π PyTorch's Dynamo compiler is increasingly becoming the default interoperability layer for ML systems. Anything that relies on torch.export or torch.compile, from model optimization to cross-framework integrations, benefits directly when models can be captured as a single dynamo-traced graph ! Transformers models are now easier to: βοΈ Compile end-to-end with torch.compile backends π¦ Export reliably via torch.export and torch.onnx.export π Deploy to ONNX / ONNX Runtime, Intel Corporation's OpenVINO, NVIDIA AutoDeploy (TRT-LLM), AMD's Quark, Meta's Executorch and more hardware-specific runtimes. This work aims at unblocking entire TorchDynamo-based toolchains that rely on exporting Transformers across runtimes and accelerators. We are doubling down on Transformers commitment to be a first-class citizen of the PyTorch ecosystem, more exportable, more optimizable, and easier to deploy everywhere. There are definitely some edge-cases that we still haven't addressed so don't hesitate to try compiling / exporting your favorite transformers and to open issues / PRs. PR in the comments ! More updates coming coming soon !
new
activity
1 day ago
baidu/ERNIE-4.5-VL-28B-A3B-PT:
HF v5 support
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AntonV
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14
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AntonV/ernie4_5_fonts
Updated
Oct 30, 2025
AntonV/ernie4_5_configs
Updated
Jul 18, 2025
AntonV/Ernie4_5Tokenizer
Updated
Jul 17, 2025
AntonV/Dia-1.6B
2B
β’
Updated
Jun 23, 2025
β’
4.69k
AntonV/mamba2-2.7b-hf
3B
β’
Updated
Oct 16, 2024
β’
393
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3
AntonV/mamba2-1.3b-hf
1B
β’
Updated
Oct 16, 2024
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336
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1
AntonV/mamba2-780m-hf
0.8B
β’
Updated
Oct 16, 2024
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15.5k
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2
AntonV/mamba2-370m-hf
0.4B
β’
Updated
Oct 16, 2024
β’
1.38k
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1
AntonV/mamba2-130m-hf
0.1B
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Updated
Sep 18, 2024
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1.19k
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7
AntonV/mamba2-130m-av
0.1B
β’
Updated
Jun 17, 2024
β’
5
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2
AntonV/mamba2-2.7b-av
3B
β’
Updated
Jun 16, 2024
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3
β’
1
AntonV/mamba2-1.3b-av
1B
β’
Updated
Jun 16, 2024
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9
AntonV/mamba2-780m-av
0.8B
β’
Updated
Jun 16, 2024
β’
11
AntonV/mamba2-370m-av
0.4B
β’
Updated
Jun 16, 2024
β’
5
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1