Optimal Null-Space Rotations for Grouped Quantizers
Yanlong Chen PRO
ForeverBlue
AI & ML interests
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Recent Activity
new activity 4 days ago
huggingface/InferenceSupport:ForeverBlue/PrismQuant-Qwen3-30B-A3B-Base authored a paper 10 days ago
PrismQuant: Optimal Null-Space Rotations for Grouped Quantizers upvoted a collection 20 days ago
PrismQuantOrganizations
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GRACE-VLM: Deployable INT4 Vision-Language Models
ICML 2026 · Qwen3-VL-2B distilled from 8B. Start with the real AWQ-packed INT4 checkpoint, retaining 98% of GRACE BF16.
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ForeverBlue/Qwen3-VL-2B-GRACE-W4G128-AWQ
Image-Text-to-Text • 0.9B • Updated • 32 • 1 - Running on ZeroAgents1
GRACE-VLM
🦢1Try GRACE-VLM on an image, then deploy the INT4 build.
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ForeverBlue/Qwen3-VL-2B-GRACE-BF16
Image-Text-to-Text • 2B • Updated • 39 • 1 -
ForeverBlue/Qwen3-VL-2B-GRACE-W4G128
Image-Text-to-Text • 2B • Updated • 30 • 1
PrismQuant
Optimal Null-Space Rotations for Grouped Quantizers
GRACE-VLM: Deployable INT4 Vision-Language Models
ICML 2026 · Qwen3-VL-2B distilled from 8B. Start with the real AWQ-packed INT4 checkpoint, retaining 98% of GRACE BF16.
-
ForeverBlue/Qwen3-VL-2B-GRACE-W4G128-AWQ
Image-Text-to-Text • 0.9B • Updated • 32 • 1 - Running on ZeroAgents1
GRACE-VLM
🦢1Try GRACE-VLM on an image, then deploy the INT4 build.
-
ForeverBlue/Qwen3-VL-2B-GRACE-BF16
Image-Text-to-Text • 2B • Updated • 39 • 1 -
ForeverBlue/Qwen3-VL-2B-GRACE-W4G128
Image-Text-to-Text • 2B • Updated • 30 • 1
models 11
ForeverBlue/PrismQuant-Llama-3.2-3B
Text Generation • Updated • 439 • 1
ForeverBlue/PrismQuant-Llama-3.1-8B
Text Generation • Updated • 432 • 1
ForeverBlue/PrismQuant-Qwen3-Base
Text Generation • Updated • 437 • 1
ForeverBlue/PrismQuant-Qwen3-30B-A3B-Base
Text Generation • Updated • 444 • 1
ForeverBlue/PrismQuant-Llama-3.1-70B
Text Generation • Updated • 436 • 1
ForeverBlue/Qwen3-VL-2B-GRACE-W4G128-AWQ
Image-Text-to-Text • 0.9B • Updated • 32 • 1
ForeverBlue/Qwen3-VL-2B-GRACE-W8G128
Image-Text-to-Text • 2B • Updated • 22 • 1
ForeverBlue/Qwen3-VL-2B-GRACE-W4G128
Image-Text-to-Text • 2B • Updated • 30 • 1
ForeverBlue/Qwen3-VL-2B-GRACE-BF16
Image-Text-to-Text • 2B • Updated • 39 • 1
ForeverBlue/LLaVA-1.5-7B-GRACE-W4G128-AWQ
Image-Text-to-Text • 1B • Updated • 17 • 1
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