🤝 Open to Collab
Sahil Chachra
sahilchachra
AI & ML interests
Vision-Language Models (VLMs) for real-time video analytics, multi-camera inference pipelines, prompt engineering and frame-batching optimization for production deployment, edge/GPU
benchmarking (vLLM, Qwen-VL family), and applied computer vision for retail/QSR usecases.
Recent Activity
updated a model 2 days ago
sahilchachra/LFM2.5-VL-3B-AWQ published a model 2 days ago
sahilchachra/LFM2.5-VL-3B-AWQ liked a model 9 days ago
shubhambaid/LFM2.5-VL-3B-MLX-mixed-v6p6b4e4Organizations
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sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-AWQ
Text Generation • 9B • Updated • 897 • 3 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-NVFP4
Text Generation • 7B • Updated • 529 • 4 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-mxfp4-mlx
2B • Updated • 1.97k • 6 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-mxfp8-mlx
9B • Updated • 260 • 2
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sahilchachra/LFM2.5-ColBERT-350M-fp16
Feature Extraction • 0.4B • Updated • 13 -
sahilchachra/LFM2.5-ColBERT-350M-mxfp4
Feature Extraction • 55.4M • Updated • 9 -
sahilchachra/LFM2.5-ColBERT-350M-mxfp8
Feature Extraction • 99.6M • Updated • 10 -
sahilchachra/LFM2.5-ColBERT-350M-int8
Feature Extraction • 99.6M • Updated • 10
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sahilchachra/Shieldstral-1.0-3B-MXFP4
Image-Text-to-Text • 1B • Updated • 90 -
sahilchachra/Shieldstral-1.0-3B-MXFP8
Image-Text-to-Text • 1B • Updated • 83 -
sahilchachra/Shieldstral-1.0-3B-INT8
Image-Text-to-Text • 1B • Updated • 123 -
sahilchachra/Shieldstral-1.0-3B-INT4
Image-Text-to-Text • 1.0B • Updated • 73
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sahilchachra/Unlimited-OCR-NVFP4
Image-Text-to-Text • 2B • Updated • 2.48k • 3 -
sahilchachra/Unlimited-OCR-GGUF
Image-Text-to-Text • 3B • Updated • 34.6k • 137 -
sahilchachra/unlimited-ocr-8bit-mlx
Image-Text-to-Text • 1B • Updated • 481 • 4 -
sahilchachra/unlimited-ocr-4bit-mlx
Image-Text-to-Text • 0.9B • Updated • 384 • 2
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sahilchachra/LFM2.5-Embedding-350M-fp16
Sentence Similarity • 0.4B • Updated • 25 -
sahilchachra/LFM2.5-Embedding-350M-mxfp8
Sentence Similarity • 99.7M • Updated • 19 -
sahilchachra/LFM2.5-Embedding-350M-mxfp4
Sentence Similarity • 55.4M • Updated • 23 -
sahilchachra/LFM2.5-Embedding-350M-int8
Sentence Similarity • 99.7M • Updated • 12
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sahilchachra/Shieldstral-1.0-3B-MXFP4
Image-Text-to-Text • 1B • Updated • 90 -
sahilchachra/Shieldstral-1.0-3B-MXFP8
Image-Text-to-Text • 1B • Updated • 83 -
sahilchachra/Shieldstral-1.0-3B-INT8
Image-Text-to-Text • 1B • Updated • 123 -
sahilchachra/Shieldstral-1.0-3B-INT4
Image-Text-to-Text • 1.0B • Updated • 73
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sahilchachra/Unlimited-OCR-NVFP4
Image-Text-to-Text • 2B • Updated • 2.48k • 3 -
sahilchachra/Unlimited-OCR-GGUF
Image-Text-to-Text • 3B • Updated • 34.6k • 137 -
sahilchachra/unlimited-ocr-8bit-mlx
Image-Text-to-Text • 1B • Updated • 481 • 4 -
sahilchachra/unlimited-ocr-4bit-mlx
Image-Text-to-Text • 0.9B • Updated • 384 • 2
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sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-AWQ
Text Generation • 9B • Updated • 897 • 3 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-NVFP4
Text Generation • 7B • Updated • 529 • 4 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-mxfp4-mlx
2B • Updated • 1.97k • 6 -
sahilchachra/Qwythos-9B-Claude-Mythos-5-1M-mxfp8-mlx
9B • Updated • 260 • 2
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sahilchachra/LFM2.5-Embedding-350M-fp16
Sentence Similarity • 0.4B • Updated • 25 -
sahilchachra/LFM2.5-Embedding-350M-mxfp8
Sentence Similarity • 99.7M • Updated • 19 -
sahilchachra/LFM2.5-Embedding-350M-mxfp4
Sentence Similarity • 55.4M • Updated • 23 -
sahilchachra/LFM2.5-Embedding-350M-int8
Sentence Similarity • 99.7M • Updated • 12
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sahilchachra/LFM2.5-ColBERT-350M-fp16
Feature Extraction • 0.4B • Updated • 13 -
sahilchachra/LFM2.5-ColBERT-350M-mxfp4
Feature Extraction • 55.4M • Updated • 9 -
sahilchachra/LFM2.5-ColBERT-350M-mxfp8
Feature Extraction • 99.6M • Updated • 10 -
sahilchachra/LFM2.5-ColBERT-350M-int8
Feature Extraction • 99.6M • Updated • 10