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baptistecolle
HF staff
Add torchao int4 weight only quantization as an option (#34)
8766911
verified
| - machine: 1xA10 | |
| description: A10-24GB-150W 🖥️ | |
| hardware_provider: nvidia | |
| hardware_type: cuda | |
| subsets: | |
| - unquantized | |
| - awq | |
| - bnb | |
| - gptq | |
| backends: | |
| - pytorch | |
| - machine: 1xA100 | |
| description: A100-80GB-275W 🖥️ | |
| hardware_provider: nvidia | |
| hardware_type: cuda | |
| subsets: | |
| - unquantized | |
| - awq | |
| - bnb | |
| - gptq | |
| - torchao | |
| backends: | |
| - pytorch | |
| - machine: 1xT4 | |
| description: T4-16GB-70W 🖥️ | |
| hardware_provider: nvidia | |
| hardware_type: cuda | |
| subsets: | |
| - unquantized | |
| - awq | |
| - bnb | |
| - gptq | |
| - torchao | |
| backends: | |
| - pytorch | |
| - machine: 32vCPU-C7i | |
| description: Intel-Xeon-SPR-385W 🖥️ | |
| detail: | | |
| We tested the [32vCPU AWS C7i](https://aws.amazon.com/ec2/instance-types/c7i/) instance for the benchmark. | |
| hardware_provider: intel | |
| hardware_type: cpu | |
| subsets: | |
| - unquantized | |
| backends: | |
| - pytorch | |
| - openvino | |
| - onnxruntime | |