Instructions to use xiaomoguhzz/VisionEncoder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use xiaomoguhzz/VisionEncoder with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("xiaomoguhzz/VisionEncoder", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Upload V13.6 S2 checkpoint
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Upload V13.0 S2 checkpoint
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Add V12.4.6 video decode manifest
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chore: remove S0 placeholder
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upload V10.2 S0 main weights
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chore: add S0 checkpoint directory
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rename ckpts stock_{16f,32f}_10pct -> baseline_* (naming consistency)
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add V10.x cache vjepa21/video_10pct_chunks
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add V10.x cache qwen3vit/video_10pct_64f
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add V10.x cache qwen3vit/video_10pct_32f
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add V10.x cache vjepa21/image_10pct
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Cleanup: remove flat 4b_stock/4b_v9_1 (moved into S2) + mistaken flat 32f dirs
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Reorg: move 16f stock/v9_1 ckpts into S2 stage-first tree (drop machine name, tag 16f)
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Reorg: flatten 32f ckpts to ckpts/{v10_2_32f,stock_32f}
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Add 4B 32f inference ckpt under stage-first ckpts/ -> ckpts/S2/4b/qwen3_5_2b/stock_32f_10pct/v0-20260606-044138/checkpoint-785
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Add 4B 32f inference ckpt under stage-first ckpts/ -> ckpts/S2/4b/qwen3_5_2b/v10_2_32f_10pct/v0-20260610-154054/checkpoint-785
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remove write-path test marker
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write-path test marker
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docs: fix eval pointer (GitHub README step 7 -> section 4)
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Update model card for data/ + ckpts/ + legacy/ restructure
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Remove ckpts placeholder now that real ckpts landed
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Add 4B MLLM ckpt: 4b_v9_1 (checkpoint-505, inference weights)
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Add 4B MLLM ckpt: 4b_stock (checkpoint-505, inference weights)
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Create ckpts/ folder for current trained checkpoints
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Restructure repo into data/ + legacy/ (batch 14)
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Restructure repo into data/ + legacy/ (batch 2)
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Restructure repo into data/ + legacy/ (batch 1)
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Add V9 good_manifest (decode-probed video list) for collaborator repro
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Add vmllm_cached cached datasets (6.2G, 693 files)
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docs: add README describing checkpoint layout and training code mapping
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Upload folder using huggingface_hub
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Upload folder using huggingface_hub
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Upload folder using huggingface_hub
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Upload folder using huggingface_hub
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Upload folder using huggingface_hub
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