Upload MXFP4 quantized OpenPangu model
Browse files- openpangu_best_practice.yaml +65 -0
openpangu_best_practice.yaml
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apiversion: modelslim_v1
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spec:
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process:
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- type: flex_smooth_quant
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proxy_quant_dtype: mxfp4
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proxy_quant_axes: -1
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enable_subgraph_type:
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- up-down
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include:
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- '*'
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exclude:
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- model.layers.50*
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- model.layers.1.*
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- model.layers.2.*
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- model.layers.3.*
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- model.layers.0.*
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- '*mlp.shared_experts*'
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- type: linear_quant
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qconfig:
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act:
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scope: per_block
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dtype: mxfp4
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symmetric: true
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method: minmax
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weight:
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scope: per_block
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dtype: mxfp4
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symmetric: true
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method: minmax
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include:
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- '*'
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exclude:
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- model.layers.1.*
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- model.layers.2.*
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- model.layers.3.*
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- model.layers.0.*
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- '*attn*'
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- '*mlp.shared_experts*'
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- '*mlp.gate'
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- model.layers.50*
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dataset: mix_calib.jsonl
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save:
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- type: ascendv1_saver
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part_file_size: 4
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metadata:
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config_id: openpangu_mxfp4_e2m1
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score: 50.0
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label:
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w_bit: 4
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a_bit: 4
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is_sparse: false
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kv_cache: false
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verified_model_types: []
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verified_tags: {}
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default_mxfp4_e2m1:
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act:
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scope: per_block
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dtype: mxfp4
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symmetric: true
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method: minmax
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weight:
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scope: per_block
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dtype: mxfp4
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symmetric: true
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method: minmax
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