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18 changes: 18 additions & 0 deletions
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recipes/A5000_24GB_x8/Mistral-7B-v0.1/i18n-ja-wikipedia-databricks-dolly.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,18 @@ | ||
| target_task: tasks/i18n/ja.md | ||
| base_model_id: yuiseki/Mistral-7B-v0.1-ja-wikipedia-v0.1 | ||
| model_name: Mistral-7B-v0.1-ja-wikipedia-databricks-dolly-v0.1 | ||
| output_base_dir: /data/output | ||
| dataset_id: llm-jp/databricks-dolly-15k-ja | ||
| dataset_context_field_name: context | ||
| dataset_input_field_name: instruction | ||
| dataset_output_field_name: response | ||
| dataset_filter_field_value: 0 | ||
| dataset_train_split_seed: 42 | ||
| dataset_train_split_test_size: 0.2 | ||
| lora_r: 8 | ||
| lora_alpha: 16 | ||
| lora_dropout: 0.05 | ||
| train_claim_gpu_num: 8 | ||
| train_per_device_train_batch_size: 1 | ||
| train_gradient_accumulation_steps: 16 | ||
| train_num_train_epochs: 4 |
16 changes: 16 additions & 0 deletions
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recipes/A5000_24GB_x8/Mistral-7B-v0.1/i18n-ja-wikipedia-jimba.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| target_task: tasks/i18n/ja.md | ||
| base_model_id: yuiseki/Mistral-7B-v0.1-ja-wikipedia-v0.1 | ||
| model_name: yuiseki/Mistral-7B-v0.1-ja-wikipedia-jimba-v0.1 | ||
| output_base_dir: /data/output | ||
| dataset_id: Kendamarron/jimba-instuction-1k-beta | ||
| dataset_input_field_name: instruction | ||
| dataset_output_field_name: output | ||
| dataset_train_split_seed: 42 | ||
| dataset_train_split_test_size: 0.2 | ||
| lora_r: 8 | ||
| lora_alpha: 16 | ||
| lora_dropout: 0.05 | ||
| train_claim_gpu_num: 4 | ||
| train_per_device_train_batch_size: 8 | ||
| train_gradient_accumulation_steps: 4 | ||
| train_num_train_epochs: 4 |