Article
Vimal Nakrani PRO
vimalnakrani
AI & ML interests
None yet
Recent Activity
updated a collection about 22 hours ago
HY-Embodied-0.5 MLX updated a collection about 22 hours ago
HY-Embodied-0.5 MLX updated a collection about 22 hours ago
HY-Embodied-0.5 MLXOrganizations
None yet
Unlimited-OCR — MLX quants with measured eval ladder
Measured CER/WER ladders vs BF16 for baidu/Unlimited-OCR: MLX and GGUF quants, incl. the BF16 references the ladders are measured against.
-
vimalnakrani/unlimited-ocr-bf16-mlx
Image-Text-to-Text • 3B • Updated • 103 • 1 -
vimalnakrani/unlimited-ocr-6bit-mlx
Image-Text-to-Text • 1B • Updated • 111 -
vimalnakrani/unlimited-ocr-8bit-mlx
Image-Text-to-Text • 1B • Updated • 83 -
vimalnakrani/unlimited-ocr-4bit-mixed-mlx
Image-Text-to-Text • 0.9B • Updated • 141
HY-Embodied-0.5 MLX
Runtime and measured quantization ladder for tencent/HY-Embodied-0.5 - bf16 reference and 4/5/6/8-bit MLX weights, measured pointing accuracy.
Unlimited-OCR — MLX quants with measured eval ladder
Measured CER/WER ladders vs BF16 for baidu/Unlimited-OCR: MLX and GGUF quants, incl. the BF16 references the ladders are measured against.
-
vimalnakrani/unlimited-ocr-bf16-mlx
Image-Text-to-Text • 3B • Updated • 103 • 1 -
vimalnakrani/unlimited-ocr-6bit-mlx
Image-Text-to-Text • 1B • Updated • 111 -
vimalnakrani/unlimited-ocr-8bit-mlx
Image-Text-to-Text • 1B • Updated • 83 -
vimalnakrani/unlimited-ocr-4bit-mixed-mlx
Image-Text-to-Text • 0.9B • Updated • 141
spaces 4
Sleeping
Agents
AuditLM — Verified-Citation Recommender
🔎
Verified-citation recommender for US audit (PCAOB/SEC)
Running
stillwarm — KV-cache restore demo
🔥
Ask a question about a preset document and get an answer
Build error
SuperKart Sales Forecast Frontend
🚀
Predict sales for products in stores
Sleeping
Superkart Sales Forecast Api
🌖
models 13
vimalnakrani/HY-Embodied-0.5-4bit-mlx
Image-Text-to-Text • 1.0B • Updated • 31
vimalnakrani/HY-Embodied-0.5-6bit-mlx
Image-Text-to-Text • 1B • Updated • 23
vimalnakrani/HY-Embodied-0.5-5bit-mlx
Image-Text-to-Text • 1B • Updated • 26
vimalnakrani/HY-Embodied-0.5-8bit-mlx
Image-Text-to-Text • 1B • Updated • 22
vimalnakrani/HY-Embodied-0.5-bf16-mlx
Image-Text-to-Text • 4B • Updated • 23
vimalnakrani/hy-embodied-mlx
Updated
vimalnakrani/unlimited-ocr-gguf
Image-Text-to-Text • 3B • Updated • 868
vimalnakrani/unlimited-ocr-4bit-mixed-mlx
Image-Text-to-Text • 0.9B • Updated • 141
vimalnakrani/unlimited-ocr-4bit-mlx
Image-Text-to-Text • 0.9B • Updated • 62
vimalnakrani/unlimited-ocr-6bit-mlx
Image-Text-to-Text • 1B • Updated • 111