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VisualQuality-R1-7B-8bit

mlx-community/VisualQuality-R1-7B-8bit
8-bit Open on Hugging Face
Parameters
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Weights (est.)
—
Mac memory (est.)
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Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.

Details

Base model
Qwen/Qwen2.5-VL-7B-Instruct (quantized)
Vendor
Qwen
Task
Reinforcement learning
Quantisation
8-bit
Licence
mit
Downloads
53 in the last 30 days · 263 all time · 0 likes
Published
2025-08-06 · updated 2025-08-06 (1y ago)
Languages
en
Tags
qwen2_5_vl, IQA, Reasoning, VLM, Pytorch, R1, GRPO, RL2R

Other MLX builds of Qwen/Qwen2.5-VL-7B-Instruct

Build Quantisation Weights Mac memory Downloads
Qwen2.5-VL-7B-Instruct-3bit 3-bit ≈ 4.7 GB 8 GB+ 173
Holo1-7B-3bit 3-bit ≈ 4.7 GB 8 GB+ 24
Cosmos-Reason1-7B-4bit 4-bit ≈ 4.9 GB 8 GB+ 37
Jedi-7B-1080p-4bit 4-bit ≈ 4.9 GB 8 GB+ 23
VL-Rethinker-7B-4bit 4-bit ≈ 4.9 GB 8 GB+ 20
Qwen2.5-VL-7B-Instruct-4bit 4-bit ≈ 5.6 GB 16 GB+ 21K
Qwen2.5-VL-7B-Instruct-6bit 6-bit ≈ 6.9 GB 16 GB+ 166
Qwen2.5-VL-7B-Instruct-8bit 8-bit ≈ 8.9 GB 16 GB+ 2.5K
olmOCR-2-7B-1025-bf16 bf16 ≈ 16.6 GB 24 GB+ 1.0K
Qwen2.5-VL-7B-Instruct-bf16 bf16 ≈ 16.6 GB 24 GB+ 174
holo1.5-7b-mlx — ≈ 16.6 GB 24 GB+ 36
Holo1-7B-bf16 bf16 ≈ 16.6 GB 24 GB+ 27
olmOCR-7B-0725-bf16 bf16 ≈ 16.6 GB 24 GB+ 24
VL-Rethinker-7B-fp16 fp16 ≈ 16.6 GB 24 GB+ 18
Jedi-7B-1080p-bf16 bf16 ≈ 16.6 GB 24 GB+ 16
VisualQuality-R1-7B-bf16 bf16 ≈ 16.6 GB 24 GB+ 14
olmOCR-2-7B-1025-mlx-8bit 8-bit — — 232K
olmOCR-2-7B-1025-mlx-4bit 4-bit — — 1.1K
olmOCR-2-7B-1025-4bit 4-bit — — 1.1K
olmOCR-2-7B-1025-8bit 8-bit — — 1.0K
olmOCR-7B-0725-8bit 8-bit — — 1.0K
olmOCR-2-7B-1025-6bit 6-bit — — 401
olmOCR-2-7B-1025-5bit 5-bit — — 394
VisualQuality-R1-7B-4bit 4-bit — — 59
VisualQuality-R1-7B-8bit (this one) 8-bit — — 53
Holo1-7B-6bit 6-bit — — 34
olmOCR-7B-0725-4bit 4-bit — — 31
Holo1-7B-4bit 4-bit — — 25
VL-Rethinker-72B-4bit 4-bit — — 24
Holo1-7B-8bit 8-bit — — 24
VisualQuality-R1-7B-6bit 6-bit — — 23
X-Reasoner-7B-8bit 8-bit — — 23
Jedi-7B-1080p-6bit 6-bit — — 21
olmOCR-7B-0725-6bit 6-bit — — 20
VL-Rethinker-7B-6bit 6-bit — — 19
VL-Rethinker-7B-8bit 8-bit — — 18
VL-Rethinker-72B-fp16 fp16 — — 16
VL-Rethinker-72B-6bit 6-bit — — 15
VL-Rethinker-72B-8bit 8-bit — — 15
Cosmos-Reason1-7B-6bit 6-bit — — 13
Jedi-7B-1080p-8bit 8-bit — — 13