Unverified50% confidenceBenchmarkExact time
This quantization scheme compressed the Inkling model size from 1.9 TB to 270 GB, an overall reduction of approximately 86%.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/7/2026
First Seen
Valid until: 11/5/2026
Sources
Unsloth联手Thinking Machines：1-bit动态量化压缩86%，270GB跑多模态大模型
Related Claims
UnverifiedINT8 quantization can compress model size to 1/2 to 1/4 of the original.76% similarUnverifiedUsing INT4 quantization technology can reduce the size of a 20B model from approximately 40 GB to approximately 10 GB.73% similarVerified4-bit quantization compresses each parameter to 0.5 bytes, theoretically compressing 140GB down to approximately 35–40GB.73% similarUnverifiedApple's native 1-bit model compression technology can compress model size to approximately 1/14, reduce memory usage by more than 90%, and improve inference speed by approximately 8 times.70% similarUnverifiedAnima reduces its VRAM requirement to 6GB through technical means such as model distillation and quantization compression.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/699303API
curl https://kongchang.com/api/v1/knowledge/claims/699303MCP
get_claim(id=699303)