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Tidy quark quantization script in README.md #5

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abb7bf5
Tidy quark quantization script in README.md
BowenBao Oct 7, 2024
91af2a9
Fix PyTorch typo
BowenBao Oct 7, 2024
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12 changes: 6 additions & 6 deletions README.md
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Expand Up @@ -96,19 +96,19 @@ Similarly, you can download Meta-Llama-3.1-70B and Meta-Llama-3.1-8B.
Run the quantization script in the example folder using the following command line:
export MODEL_DIR = [local model checkpoint folder] or meta-llama/Meta-Llama-3.1-405B-Instruct
#### single GPU
python3 quantize_quark.py \
python3 quantize_quark.py \
--model_dir $MODEL_DIR \
--output_dir Meta-Llama-3.1-405B-Instruct-FP8-KV \
--output_dir Meta-Llama-3.1-405B-Instruct-FP8-KV \
--quant_scheme w_fp8_a_fp8 \
--kv_cache_dtype fp8 \
--num_calib_data 128 \
--model_export quark_safetensors \
--no_weight_matrix_merge

#### If model size is too large for single GPU, please use multi GPU instead.
python3 quantize_quark.py \
python3 quantize_quark.py \
--model_dir $MODEL_DIR \
--output_dir Meta-Llama-3.1-405B-Instruct-FP8-KV \
--output_dir Meta-Llama-3.1-405B-Instruct-FP8-KV \
--quant_scheme w_fp8_a_fp8 \
--kv_cache_dtype fp8 \
--num_calib_data 128 \
Expand Down Expand Up @@ -364,8 +364,8 @@ PyTorch 2.4 Release
| Component | Commit/Link |
| -- | -- |
| Base Docker | rocm/pytorch:rocm6.2_ubuntu22.04_py3.9_pytorch_release_2.2.1 |
| Pytorch Commit |[https://github.com/ROCm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa](https://github.com/ROCm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa "https://github.com/rocm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa")
| Pytoch wheels | [http://rocm-ci.amd.com/view/Release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/](http://rocm-ci.amd.com/view/Release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/ "http://rocm-ci.amd.com/view/release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/")
| PyTorch Commit |[https://github.com/ROCm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa](https://github.com/ROCm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa "https://github.com/rocm/pytorch/commit/c4d355377af3b1c48b37e05f81293c65f25689aa")
| PyTorch wheels | [http://rocm-ci.amd.com/view/Release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/](http://rocm-ci.amd.com/view/Release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/ "http://rocm-ci.amd.com/view/release-6.2/job/pytorch-pipeline-manylinux-wheel-builder_rel-6.2/315/execution/node/169/ws/final_pkgs/")
| apex | [https://github.com/ROCm/apex/commit/ac13eaffb8a3dd8d574979263aa24bce2a5966a4](https://github.com/ROCm/apex/commit/ac13eaffb8a3dd8d574979263aa24bce2a5966a4 "https://github.com/rocm/apex/commit/ac13eaffb8a3dd8d574979263aa24bce2a5966a4")
| torchvision |[https://github.com/pytorch/vision/commit/48b1edffdc6f34b766e2b4bbf23b78bd4df94181](https://github.com/pytorch/vision/commit/48b1edffdc6f34b766e2b4bbf23b78bd4df94181 "https://github.com/pytorch/vision/commit/48b1edffdc6f34b766e2b4bbf23b78bd4df94181")
| torchdata |[https://github.com/pytorch/data/commit/5e6f7b7dc5f8c8409a6a140f520a045da8700451](https://github.com/pytorch/data/commit/5e6f7b7dc5f8c8409a6a140f520a045da8700451 "https://github.com/pytorch/data/commit/5e6f7b7dc5f8c8409a6a140f520a045da8700451")
Expand Down