| { | |
| "compression": [ | |
| { | |
| "algorithm": "magnitude_sparsity", | |
| "ignored_scopes": [ | |
| "{re}.*Embedding", | |
| "{re}.*lm_head*" | |
| ], | |
| "params": { | |
| "sparsity_level_setting_mode": "layer-wise" | |
| }, | |
| "sparsity_init": 0.85 | |
| }, | |
| { | |
| "algorithm": "quantization", | |
| "export_to_onnx_standard_ops": false, | |
| "ignored_scopes": [ | |
| "{re}.*Embedding*", | |
| "{re}.*__add___*", | |
| "{re}.*layer_norm_*" | |
| ], | |
| "initializer": { | |
| "batchnorm_adaptation": { | |
| "num_bn_adaptation_samples": 0 | |
| }, | |
| "range": { | |
| "num_init_samples": 8, | |
| "type": "mean_min_max" | |
| } | |
| }, | |
| "overflow_fix": "disable", | |
| "scope_overrides": { | |
| "activations": { | |
| "activations": { | |
| "mode": "symmetric" | |
| }, | |
| "weights": { | |
| "mode": "symmetric" | |
| } | |
| } | |
| } | |
| } | |
| ], | |
| "input_info": [ | |
| { | |
| "keyword": "input_ids", | |
| "sample_size": [ | |
| 8, | |
| 1024 | |
| ], | |
| "type": "long" | |
| }, | |
| { | |
| "keyword": "attention_mask", | |
| "sample_size": [ | |
| 8, | |
| 1024 | |
| ], | |
| "type": "long" | |
| } | |
| ], | |
| "log_dir": "/data1/vchua/temp/ov-opt-350m-8bit-85pc-sparse-kv-cache", | |
| "optimum_version": "1.8.8", | |
| "save_onnx_model": false, | |
| "transformers_version": "4.30.2" | |
| } | |