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Added int4 config for Mixtral-8x7B weight compression #255

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Feb 28, 2024
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Added int4 config for Mixtral-8x7B weight compression #255

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int4 config for mixtral model
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@ljaljushkin
ljaljushkin committed Feb 28, 2024
commit 3bdff2d91e698968674db5eb60d3f779441faf3f
1 change: 1 addition & 0 deletions llm_bench/python/utils/nncf_utils.py
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Expand Up @@ -47,4 +47,5 @@ def get_compressed_path(output_dir: str, base_precision, option: str):
"open-llama-3b": {"mode": nncf.CompressWeightsMode.INT4_SYM, "group_size": 64, "all_layers": True},
"falcon-7b-instruct": {"mode": nncf.CompressWeightsMode.INT4_SYM, "group_size": 64, "all_layers": True},
"orca-mini-3b": {"mode": nncf.CompressWeightsMode.INT4_SYM, "group_size": 64, "all_layers": True},
"mixtral-8x7b-v0.1": {"mode": nncf.CompressWeightsMode.INT4_SYM, "group_size": 128, "ratio": 0.8},
}
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