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[ Misc ] non-uniform quantization via compressed-tensors for Llama (#6515)

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Robert Shaw
2024-07-18 22:39:18 -04:00
committed by GitHub
parent d4201e06d5
commit dbe5588554
11 changed files with 301 additions and 91 deletions
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11
.buildkite/lm-eval-harness/configs/Meta-Llama-3-8B-Instruct-nonuniform-compressed-tensors.yaml Normal file
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@@ -0,0 +1,11 @@
# bash .buildkite/lm-eval-harness/run-lm-eval-gsm-vllm-baseline.sh -m nm-testing/Meta-Llama-3-8B-Instruct-nonuniform-test -b auto -l 1000 -f 5 -t 1
model_name: "nm-testing/Meta-Llama-3-8B-Instruct-nonuniform-test"
tasks:
- name: "gsm8k"
metrics:
- name: "exact_match,strict-match"
value: 0.758
- name: "exact_match,flexible-extract"
value: 0.759
limit: 1000
num_fewshot: 5

1
.buildkite/lm-eval-harness/configs/models-small.txt
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@@ -2,4 +2,5 @@ Meta-Llama-3-8B-Instruct.yaml
Meta-Llama-3-8B-Instruct-FP8.yaml
Meta-Llama-3-8B-Instruct-FP8-compressed-tensors.yaml
Meta-Llama-3-8B-Instruct-INT8-compressed-tensors.yaml
Meta-Llama-3-8B-Instruct-nonuniform-compressed-tensors.yaml
Qwen2-1.5B-Instruct-INT8-compressed-tensors.yaml