Upload Qwen3-4B-Code-Analyzer-Base model
Browse files- .gitattributes +1 -0
- args.json +339 -0
- chat_template.jinja +61 -0
- config.json +71 -0
- generation_config.json +13 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- tokenizer.json +3 -0
- tokenizer_config.json +29 -0
- trainer_state.json +666 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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+
tokenizer.json filter=lfs diff=lfs merge=lfs -text
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args.json
ADDED
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@@ -0,0 +1,339 @@
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| 1 |
+
{
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| 2 |
+
"output_dir": "/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/v0-20260215-024038",
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| 3 |
+
"do_train": false,
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| 4 |
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"do_eval": false,
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| 5 |
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"do_predict": false,
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"eval_strategy": "no",
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| 7 |
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"prediction_loss_only": false,
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| 8 |
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"per_device_train_batch_size": 1,
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"per_device_eval_batch_size": 1,
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"gradient_accumulation_steps": 16,
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"eval_accumulation_steps": null,
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| 12 |
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"eval_delay": 0,
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"torch_empty_cache_steps": null,
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| 14 |
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"learning_rate": 2e-05,
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| 15 |
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"weight_decay": 0.1,
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| 16 |
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"adam_beta1": 0.9,
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| 17 |
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"adam_beta2": 0.95,
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| 18 |
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"adam_epsilon": 1e-08,
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| 19 |
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"max_grad_norm": 1.0,
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| 20 |
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"num_train_epochs": 2.0,
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| 21 |
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"max_steps": -1,
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"lr_scheduler_type": "cosine",
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| 23 |
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"lr_scheduler_kwargs": null,
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| 24 |
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"warmup_ratio": 0.03,
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| 25 |
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"warmup_steps": 0,
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| 26 |
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"log_level": "passive",
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| 27 |
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"log_level_replica": "warning",
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| 28 |
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"log_on_each_node": true,
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| 29 |
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"logging_dir": "/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/runs",
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| 30 |
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"logging_strategy": "steps",
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| 31 |
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"logging_first_step": true,
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| 32 |
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"logging_steps": 5,
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| 33 |
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"logging_nan_inf_filter": true,
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| 34 |
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"save_strategy": "steps",
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| 35 |
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"save_steps": 200.0,
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| 36 |
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"save_total_limit": 3,
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| 37 |
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"enable_jit_checkpoint": false,
|
| 38 |
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"save_on_each_node": false,
|
| 39 |
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"save_only_model": false,
|
| 40 |
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"restore_callback_states_from_checkpoint": false,
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| 41 |
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"use_cpu": false,
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| 42 |
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"seed": 42,
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| 43 |
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"data_seed": 42,
|
| 44 |
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"bf16": true,
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| 45 |
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"fp16": false,
|
| 46 |
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"bf16_full_eval": false,
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| 47 |
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"fp16_full_eval": false,
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| 48 |
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"tf32": null,
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| 49 |
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"local_rank": -1,
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| 50 |
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"ddp_backend": null,
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| 51 |
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"debug": null,
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"dataloader_drop_last": false,
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| 53 |
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"eval_steps": 200.0,
|
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"dataloader_num_workers": 8,
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| 55 |
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"dataloader_prefetch_factor": null,
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| 56 |
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"run_name": "/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/v0-20260215-024038",
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| 57 |
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"disable_tqdm": null,
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| 58 |
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"remove_unused_columns": true,
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| 59 |
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"label_names": null,
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| 60 |
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"load_best_model_at_end": false,
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| 61 |
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"metric_for_best_model": "loss",
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| 62 |
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"greater_is_better": false,
|
| 63 |
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"ignore_data_skip": false,
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| 64 |
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"fsdp": [],
|
| 65 |
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"fsdp_config": null,
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| 66 |
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"accelerator_config": {
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| 67 |
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"dispatch_batches": false
|
| 68 |
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},
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| 69 |
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"parallelism_config": null,
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| 70 |
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"deepspeed": null,
|
| 71 |
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"label_smoothing_factor": 0.0,
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| 72 |
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"optim": "adamw_torch_fused",
|
| 73 |
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"optim_args": null,
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| 74 |
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"group_by_length": false,
|
| 75 |
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"length_column_name": "length",
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| 76 |
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"report_to": [
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| 77 |
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"tensorboard"
|
| 78 |
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],
|
| 79 |
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"project": "huggingface",
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| 80 |
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"trackio_space_id": "trackio",
|
| 81 |
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"ddp_find_unused_parameters": null,
|
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"ddp_bucket_cap_mb": null,
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"ddp_broadcast_buffers": null,
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| 84 |
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"dataloader_pin_memory": true,
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| 85 |
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"dataloader_persistent_workers": false,
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| 86 |
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"skip_memory_metrics": true,
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| 87 |
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"push_to_hub": false,
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| 88 |
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"resume_from_checkpoint": null,
|
| 89 |
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"hub_model_id": null,
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| 90 |
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"hub_strategy": "every_save",
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| 91 |
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"hub_token": null,
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| 92 |
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"hub_always_push": false,
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| 94 |
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"hub_revision": null,
|
| 95 |
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"gradient_checkpointing": true,
|
| 96 |
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"gradient_checkpointing_kwargs": "{\"use_reentrant\": false}",
|
| 97 |
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"include_for_metrics": [],
|
| 98 |
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"eval_do_concat_batches": true,
|
| 99 |
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"auto_find_batch_size": false,
|
| 100 |
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"full_determinism": false,
|
| 101 |
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"ddp_timeout": 18000000,
|
| 102 |
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"torch_compile": false,
|
| 103 |
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"torch_compile_backend": null,
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| 104 |
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"torch_compile_mode": null,
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| 105 |
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"include_num_input_tokens_seen": false,
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| 106 |
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"neftune_noise_alpha": null,
|
| 107 |
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"optim_target_modules": null,
|
| 108 |
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"batch_eval_metrics": false,
|
| 109 |
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"eval_on_start": false,
|
| 110 |
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"use_liger_kernel": false,
|
| 111 |
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"liger_kernel_config": null,
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| 112 |
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"eval_use_gather_object": false,
|
| 113 |
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"average_tokens_across_devices": true,
|
| 114 |
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"use_cache": false,
|
| 115 |
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"sortish_sampler": false,
|
| 116 |
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"predict_with_generate": false,
|
| 117 |
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"generation_max_length": null,
|
| 118 |
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"generation_num_beams": null,
|
| 119 |
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"generation_config": null,
|
| 120 |
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"tuner_backend": "peft",
|
| 121 |
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"vit_gradient_checkpointing": null,
|
| 122 |
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"router_aux_loss_coef": 0.0,
|
| 123 |
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"enable_dft_loss": false,
|
| 124 |
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"enable_channel_loss": false,
|
| 125 |
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"check_model": true,
|
| 126 |
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"acc_strategy": "token",
|
| 127 |
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"train_dataloader_shuffle": true,
|
| 128 |
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"max_epochs": null,
|
| 129 |
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"aligner_lr": null,
|
| 130 |
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"vit_lr": null,
|
| 131 |
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"use_logits_to_keep": null,
|
| 132 |
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"ds3_gather_for_generation": true,
|
| 133 |
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"resume_only_model": false,
|
| 134 |
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"optimizer": null,
|
| 135 |
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"loss_type": null,
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| 136 |
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"eval_metric": null,
|
| 137 |
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"callbacks": [],
|
| 138 |
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"early_stop_interval": null,
|
| 139 |
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"eval_use_evalscope": false,
|
| 140 |
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"eval_dataset": [],
|
| 141 |
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"eval_dataset_args": null,
|
| 142 |
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|
| 143 |
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|
| 144 |
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"extra_eval_args": null,
|
| 145 |
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"tuner_type": "full",
|
| 146 |
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"use_galore": false,
|
| 147 |
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"galore_target_modules": null,
|
| 148 |
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"galore_rank": 128,
|
| 149 |
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"galore_update_proj_gap": 50,
|
| 150 |
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"galore_scale": 1.0,
|
| 151 |
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"galore_proj_type": "std",
|
| 152 |
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"galore_optim_per_parameter": false,
|
| 153 |
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"galore_with_embedding": false,
|
| 154 |
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"galore_quantization": false,
|
| 155 |
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"galore_proj_quant": false,
|
| 156 |
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"galore_proj_bits": 4,
|
| 157 |
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"galore_proj_group_size": 256,
|
| 158 |
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"galore_cos_threshold": 0.4,
|
| 159 |
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"galore_gamma_proj": 2,
|
| 160 |
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"galore_queue_size": 5,
|
| 161 |
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"lisa_activated_layers": 0,
|
| 162 |
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"lisa_step_interval": 20,
|
| 163 |
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"use_flash_ckpt": false,
|
| 164 |
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"use_ray": false,
|
| 165 |
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"ray_exp_name": null,
|
| 166 |
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"device_groups": null,
|
| 167 |
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"model": "Qwen/Qwen3-4B-Instruct-2507",
|
| 168 |
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"model_type": "qwen3",
|
| 169 |
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"model_revision": null,
|
| 170 |
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"task_type": "causal_lm",
|
| 171 |
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"torch_dtype": "bfloat16",
|
| 172 |
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"attn_impl": null,
|
| 173 |
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"experts_impl": null,
|
| 174 |
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"new_special_tokens": [],
|
| 175 |
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"num_labels": null,
|
| 176 |
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"problem_type": null,
|
| 177 |
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"rope_scaling": null,
|
| 178 |
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"device_map": null,
|
| 179 |
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"max_memory": {},
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| 180 |
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"max_model_len": null,
|
| 181 |
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"local_repo_path": null,
|
| 182 |
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"init_strategy": null,
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| 183 |
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"template": "qwen3_nothinking",
|
| 184 |
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"system": null,
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| 185 |
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"max_length": 32768,
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"truncation_strategy": "delete",
|
| 187 |
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"max_pixels": null,
|
| 188 |
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"agent_template": null,
|
| 189 |
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"norm_bbox": null,
|
| 190 |
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"use_chat_template": true,
|
| 191 |
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"padding_side": "right",
|
| 192 |
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"padding_free": false,
|
| 193 |
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"loss_scale": "default",
|
| 194 |
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"sequence_parallel_size": 1,
|
| 195 |
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"template_backend": "swift",
|
| 196 |
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"response_prefix": null,
|
| 197 |
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"enable_thinking": null,
|
| 198 |
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"add_non_thinking_prefix": true,
|
| 199 |
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"dataset": [
|
| 200 |
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"/home/ubuntu/ms-swift/data/msswift-tooluse-2026-02-14-train.jsonl"
|
| 201 |
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],
|
| 202 |
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"val_dataset": [],
|
| 203 |
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"cached_dataset": [],
|
| 204 |
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"cached_val_dataset": [],
|
| 205 |
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"split_dataset_ratio": 0.0,
|
| 206 |
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|
| 207 |
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|
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|
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
| 234 |
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|
| 235 |
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|
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|
| 237 |
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|
| 238 |
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|
| 239 |
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|
| 240 |
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|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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| 247 |
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|
| 248 |
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|
| 249 |
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|
| 250 |
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|
| 251 |
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|
| 252 |
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|
| 253 |
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|
| 254 |
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|
| 255 |
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|
| 256 |
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|
| 257 |
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|
| 258 |
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"freeze_vit": true,
|
| 259 |
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"freeze_aligner": true,
|
| 260 |
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"target_modules": [
|
| 261 |
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"all-linear"
|
| 262 |
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],
|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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|
| 270 |
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|
| 271 |
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|
| 272 |
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|
| 273 |
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|
| 274 |
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|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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|
| 279 |
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"lora_ga_stable_gamma": 16,
|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 286 |
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|
| 288 |
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| 289 |
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|
| 290 |
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"vera_d_initial": 0.1,
|
| 291 |
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"adapter_act": "gelu",
|
| 292 |
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"adapter_length": 128,
|
| 293 |
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|
| 294 |
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"adalora_init_r": 12,
|
| 295 |
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"adalora_tinit": 0,
|
| 296 |
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"adalora_tfinal": 0,
|
| 297 |
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"adalora_deltaT": 1,
|
| 298 |
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"adalora_beta1": 0.85,
|
| 299 |
+
"adalora_beta2": 0.85,
|
| 300 |
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"adalora_orth_reg_weight": 0.5,
|
| 301 |
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"llamapro_num_new_blocks": 4,
|
| 302 |
+
"llamapro_num_groups": null,
|
| 303 |
+
"reft_layer_key": null,
|
| 304 |
+
"reft_layers": null,
|
| 305 |
+
"reft_rank": 4,
|
| 306 |
+
"reft_intervention_type": "LoreftIntervention",
|
| 307 |
+
"reft_args": null,
|
| 308 |
+
"swanlab_token": null,
|
| 309 |
+
"swanlab_project": "ms-swift",
|
| 310 |
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"swanlab_workspace": null,
|
| 311 |
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"swanlab_exp_name": null,
|
| 312 |
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"swanlab_notification_method": null,
|
| 313 |
+
"swanlab_webhook_url": null,
|
| 314 |
+
"swanlab_secret": null,
|
| 315 |
+
"swanlab_sender_email": null,
|
| 316 |
+
"swanlab_receiver_email": null,
|
| 317 |
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"swanlab_smtp_server": null,
|
| 318 |
+
"swanlab_smtp_port": null,
|
| 319 |
+
"swanlab_email_language": "zh",
|
| 320 |
+
"swanlab_mode": "cloud",
|
| 321 |
+
"add_version": true,
|
| 322 |
+
"create_checkpoint_symlink": false,
|
| 323 |
+
"zero_hpz_partition_size": null,
|
| 324 |
+
"deepspeed_autotp_size": null,
|
| 325 |
+
"swift_version": "4.0.0.dev0",
|
| 326 |
+
"ckpt_dir": null,
|
| 327 |
+
"rank": -1,
|
| 328 |
+
"global_world_size": 1,
|
| 329 |
+
"local_world_size": 1,
|
| 330 |
+
"model_suffix": "Qwen3-4B-Instruct-2507",
|
| 331 |
+
"model_info": "ModelInfo(model_type='qwen3', model_dir='/home/ubuntu/.cache/huggingface/hub/models--Qwen--Qwen3-4B-Instruct-2507/snapshots/cdbee75f17c01a7cc42f958dc650907174af0554', torch_dtype=torch.bfloat16, max_model_len=262144, quant_method=None, quant_bits=None, rope_scaling={'rope_theta': 5000000, 'rope_type': 'default'}, is_moe_model=False, is_multimodal=False, config=None, task_type='causal_lm', num_labels=None)",
|
| 332 |
+
"model_meta": "ModelMeta(model_type='qwen3', model_groups=[ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-0.6B-Base', hf_model_id='Qwen/Qwen3-0.6B-Base', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-1.7B-Base', hf_model_id='Qwen/Qwen3-1.7B-Base', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B-Base', hf_model_id='Qwen/Qwen3-4B-Base', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-8B-Base', hf_model_id='Qwen/Qwen3-8B-Base', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-14B-Base', hf_model_id='Qwen/Qwen3-14B-Base', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-0.6B', hf_model_id='Qwen/Qwen3-0.6B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-1.7B', hf_model_id='Qwen/Qwen3-1.7B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B', hf_model_id='Qwen/Qwen3-4B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-8B', hf_model_id='Qwen/Qwen3-8B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-14B', hf_model_id='Qwen/Qwen3-14B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-32B', hf_model_id='Qwen/Qwen3-32B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-0.6B-FP8', hf_model_id='Qwen/Qwen3-0.6B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-1.7B-FP8', hf_model_id='Qwen/Qwen3-1.7B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B-FP8', hf_model_id='Qwen/Qwen3-4B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-8B-FP8', hf_model_id='Qwen/Qwen3-8B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-14B-FP8', hf_model_id='Qwen/Qwen3-14B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-32B-FP8', hf_model_id='Qwen/Qwen3-32B-FP8', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B-AWQ', hf_model_id='Qwen/Qwen3-4B-AWQ', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-8B-AWQ', hf_model_id='Qwen/Qwen3-8B-AWQ', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-14B-AWQ', hf_model_id='Qwen/Qwen3-14B-AWQ', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-32B-AWQ', hf_model_id='Qwen/Qwen3-32B-AWQ', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='swift/Qwen3-32B-AWQ', hf_model_id=None, model_path=None, ms_revision=None, hf_revision=None)], template='qwen3', ignore_patterns=None, requires=None, tags=[]), ModelGroup(models=[Model(ms_model_id='deepseek-ai/DeepSeek-R1-0528-Qwen3-8B', hf_model_id='deepseek-ai/DeepSeek-R1-0528-Qwen3-8B', model_path=None, ms_revision=None, hf_revision=None)], template='deepseek_r1', ignore_patterns=None, requires=None, tags=[]), ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3Guard-Gen-0.6B', hf_model_id='Qwen/Qwen3Guard-Gen-0.6B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3Guard-Gen-4B', hf_model_id='Qwen/Qwen3Guard-Gen-4B', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3Guard-Gen-8B', hf_model_id='Qwen/Qwen3Guard-Gen-8B', model_path=None, ms_revision=None, hf_revision=None)], template='qwen3_guard', ignore_patterns=None, requires=None, tags=[]), ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-4B-Thinking-2507', hf_model_id='Qwen/Qwen3-4B-Thinking-2507', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B-Thinking-2507-FP8', hf_model_id='Qwen/Qwen3-4B-Thinking-2507-FP8', model_path=None, ms_revision=None, hf_revision=None)], template='qwen3_thinking', ignore_patterns=None, requires=None, tags=[]), ModelGroup(models=[Model(ms_model_id='Qwen/Qwen3-4B-Instruct-2507', hf_model_id='Qwen/Qwen3-4B-Instruct-2507', model_path=None, ms_revision=None, hf_revision=None), Model(ms_model_id='Qwen/Qwen3-4B-Instruct-2507-FP8', hf_model_id='Qwen/Qwen3-4B-Instruct-2507-FP8', model_path=None, ms_revision=None, hf_revision=None)], template='qwen3_nothinking', ignore_patterns=None, requires=None, tags=[])], loader=<class 'swift.model.register.ModelLoader'>, template='qwen3_nothinking', model_arch=ModelKeys(arch_name='llama', embedding='model.embed_tokens', module_list='model.layers', lm_head='lm_head', q_proj='model.layers.{}.self_attn.q_proj', k_proj='model.layers.{}.self_attn.k_proj', v_proj='model.layers.{}.self_attn.v_proj', o_proj='model.layers.{}.self_attn.o_proj', attention='model.layers.{}.self_attn', mlp='model.layers.{}.mlp', down_proj='model.layers.{}.mlp.down_proj', qkv_proj=None, qk_proj=None, qa_proj=None, qb_proj=None, kv_proj=None, kva_proj=None, kvb_proj=None), architectures=['Qwen3ForCausalLM'], additional_saved_files=[], torch_dtype=None, is_multimodal=False, is_reward=False, task_type=None, ignore_patterns=None, requires=['transformers>=4.51'], tags=[])",
|
| 333 |
+
"model_dir": "/home/ubuntu/.cache/huggingface/hub/models--Qwen--Qwen3-4B-Instruct-2507/snapshots/cdbee75f17c01a7cc42f958dc650907174af0554",
|
| 334 |
+
"template_meta": "QwenTemplateMeta(template_type='qwen3_nothinking', prefix=[], prompt=['<|im_start|>user\\n{{QUERY}}<|im_end|>\\n<|im_start|>assistant\\n'], chat_sep=['<|im_end|>\\n'], suffix=['<|im_end|>\\n'], template_cls=<class 'swift.template.base.Template'>, system_prefix=['<|im_start|>system\\n{{SYSTEM}}<|im_end|>\\n'], default_system=None, auto_add_bos=False, stop_words=['<|endoftext|>'], agent_template='hermes', is_thinking=False, thinking_prefix='', non_thinking_prefix='', history_thinking_prefix='')",
|
| 335 |
+
"_val_dataset_exists": false,
|
| 336 |
+
"hub": "<class 'swift.hub.hub.HFHub'>",
|
| 337 |
+
"evaluation_strategy": "steps",
|
| 338 |
+
"training_args": "Seq2SeqTrainingArguments(output_dir='/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/v0-20260215-024038', do_train=False, do_eval=False, do_predict=False, eval_strategy=<IntervalStrategy.NO: 'no'>, prediction_loss_only=False, per_device_train_batch_size=1, per_device_eval_batch_size=1, gradient_accumulation_steps=16, eval_accumulation_steps=None, eval_delay=0, torch_empty_cache_steps=None, learning_rate=2e-05, weight_decay=0.1, adam_beta1=0.9, adam_beta2=0.95, adam_epsilon=1e-08, max_grad_norm=1.0, num_train_epochs=2.0, max_steps=-1, lr_scheduler_type=<SchedulerType.COSINE: 'cosine'>, lr_scheduler_kwargs=None, warmup_ratio=0.03, warmup_steps=0.03, log_level='passive', log_level_replica='warning', log_on_each_node=True, logging_dir='/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/runs', logging_strategy=<IntervalStrategy.STEPS: 'steps'>, logging_first_step=True, logging_steps=5, logging_nan_inf_filter=True, save_strategy=<SaveStrategy.STEPS: 'steps'>, save_steps=200, save_total_limit=3, enable_jit_checkpoint=False, save_on_each_node=False, save_only_model=False, restore_callback_states_from_checkpoint=False, use_cpu=False, seed=42, data_seed=42, bf16=True, fp16=False, bf16_full_eval=False, fp16_full_eval=False, tf32=None, local_rank=-1, ddp_backend=None, debug=[], dataloader_drop_last=False, eval_steps=200.0, dataloader_num_workers=8, dataloader_prefetch_factor=2, run_name='/home/ubuntu/ms-swift/output/qwen3-4b-tooluse-h100sxm/v0-20260215-024038', disable_tqdm=False, remove_unused_columns=False, label_names=None, load_best_model_at_end=False, metric_for_best_model='loss', greater_is_better=False, ignore_data_skip=False, fsdp=[], fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, accelerator_config=AcceleratorConfig(split_batches=False, dispatch_batches=False, even_batches=True, use_seedable_sampler=True, non_blocking=False, gradient_accumulation_kwargs=None, use_configured_state=False), parallelism_config=None, deepspeed=None, label_smoothing_factor=0.0, optim=<OptimizerNames.ADAMW_TORCH_FUSED: 'adamw_torch_fused'>, optim_args=None, group_by_length=False, length_column_name='length', report_to=['tensorboard'], project='huggingface', trackio_space_id='trackio', ddp_find_unused_parameters=None, ddp_bucket_cap_mb=None, ddp_broadcast_buffers=None, dataloader_pin_memory=True, dataloader_persistent_workers=False, skip_memory_metrics=True, push_to_hub=False, resume_from_checkpoint=None, hub_model_id=None, hub_strategy=<HubStrategy.EVERY_SAVE: 'every_save'>, hub_token=None, hub_private_repo=None, hub_always_push=False, hub_revision=None, gradient_checkpointing=True, gradient_checkpointing_kwargs={'use_reentrant': False}, include_for_metrics=[], eval_do_concat_batches=True, auto_find_batch_size=False, full_determinism=False, ddp_timeout=18000000, torch_compile=False, torch_compile_backend=None, torch_compile_mode=None, include_num_input_tokens_seen=None, neftune_noise_alpha=None, optim_target_modules=None, batch_eval_metrics=False, eval_on_start=False, use_liger_kernel=False, liger_kernel_config=None, eval_use_gather_object=False, average_tokens_across_devices=None, use_cache=False, sortish_sampler=False, predict_with_generate=False, generation_max_length=None, generation_num_beams=None, generation_config=None, tuner_backend='peft', vit_gradient_checkpointing=True, router_aux_loss_coef=0.0, enable_dft_loss=False, enable_channel_loss=False, check_model=True, acc_strategy='token', train_dataloader_shuffle=True, max_epochs=None, aligner_lr=None, vit_lr=None, use_logits_to_keep=None, ds3_gather_for_generation=True, resume_only_model=False, optimizer=None, loss_type=None, eval_metric=None, callbacks=[], early_stop_interval=None, eval_use_evalscope=False, eval_dataset=[], eval_dataset_args=None, eval_limit=None, eval_generation_config=None, extra_eval_args=None, tuner_type='full', use_galore=False, galore_target_modules=None, galore_rank=128, galore_update_proj_gap=50, galore_scale=1.0, galore_proj_type='std', galore_optim_per_parameter=False, galore_with_embedding=False, galore_quantization=False, galore_proj_quant=False, galore_proj_bits=4, galore_proj_group_size=256, galore_cos_threshold=0.4, galore_gamma_proj=2, galore_queue_size=5, lisa_activated_layers=0, lisa_step_interval=20, use_flash_ckpt=False)"
|
| 339 |
+
}
|
chat_template.jinja
ADDED
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@@ -0,0 +1,61 @@
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|
| 1 |
+
{%- if tools %}
|
| 2 |
+
{{- '<|im_start|>system\n' }}
|
| 3 |
+
{%- if messages[0].role == 'system' %}
|
| 4 |
+
{{- messages[0].content + '\n\n' }}
|
| 5 |
+
{%- endif %}
|
| 6 |
+
{{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 7 |
+
{%- for tool in tools %}
|
| 8 |
+
{{- "\n" }}
|
| 9 |
+
{{- tool | tojson }}
|
| 10 |
+
{%- endfor %}
|
| 11 |
+
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
|
| 12 |
+
{%- else %}
|
| 13 |
+
{%- if messages[0].role == 'system' %}
|
| 14 |
+
{{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
|
| 15 |
+
{%- endif %}
|
| 16 |
+
{%- endif %}
|
| 17 |
+
{%- for message in messages %}
|
| 18 |
+
{%- if message.content is string %}
|
| 19 |
+
{%- set content = message.content %}
|
| 20 |
+
{%- else %}
|
| 21 |
+
{%- set content = '' %}
|
| 22 |
+
{%- endif %}
|
| 23 |
+
{%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
|
| 24 |
+
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 25 |
+
{%- elif message.role == "assistant" %}
|
| 26 |
+
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 27 |
+
{%- if message.tool_calls %}
|
| 28 |
+
{%- for tool_call in message.tool_calls %}
|
| 29 |
+
{%- if (loop.first and content) or (not loop.first) %}
|
| 30 |
+
{{- '\n' }}
|
| 31 |
+
{%- endif %}
|
| 32 |
+
{%- if tool_call.function %}
|
| 33 |
+
{%- set tool_call = tool_call.function %}
|
| 34 |
+
{%- endif %}
|
| 35 |
+
{{- '<tool_call>\n{"name": "' }}
|
| 36 |
+
{{- tool_call.name }}
|
| 37 |
+
{{- '", "arguments": ' }}
|
| 38 |
+
{%- if tool_call.arguments is string %}
|
| 39 |
+
{{- tool_call.arguments }}
|
| 40 |
+
{%- else %}
|
| 41 |
+
{{- tool_call.arguments | tojson }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{{- '}\n</tool_call>' }}
|
| 44 |
+
{%- endfor %}
|
| 45 |
+
{%- endif %}
|
| 46 |
+
{{- '<|im_end|>\n' }}
|
| 47 |
+
{%- elif message.role == "tool" %}
|
| 48 |
+
{%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
|
| 49 |
+
{{- '<|im_start|>user' }}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{{- '\n<tool_response>\n' }}
|
| 52 |
+
{{- content }}
|
| 53 |
+
{{- '\n</tool_response>' }}
|
| 54 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 55 |
+
{{- '<|im_end|>\n' }}
|
| 56 |
+
{%- endif %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- endfor %}
|
| 59 |
+
{%- if add_generation_prompt %}
|
| 60 |
+
{{- '<|im_start|>assistant\n' }}
|
| 61 |
+
{%- endif %}
|
config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"dtype": "bfloat16",
|
| 9 |
+
"eos_token_id": 151645,
|
| 10 |
+
"head_dim": 128,
|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 2560,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 9728,
|
| 15 |
+
"layer_types": [
|
| 16 |
+
"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
+
"full_attention",
|
| 19 |
+
"full_attention",
|
| 20 |
+
"full_attention",
|
| 21 |
+
"full_attention",
|
| 22 |
+
"full_attention",
|
| 23 |
+
"full_attention",
|
| 24 |
+
"full_attention",
|
| 25 |
+
"full_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"full_attention",
|
| 28 |
+
"full_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"full_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"full_attention"
|
| 52 |
+
],
|
| 53 |
+
"max_position_embeddings": 262144,
|
| 54 |
+
"max_window_layers": 36,
|
| 55 |
+
"model_type": "qwen3",
|
| 56 |
+
"num_attention_heads": 32,
|
| 57 |
+
"num_hidden_layers": 36,
|
| 58 |
+
"num_key_value_heads": 8,
|
| 59 |
+
"pad_token_id": 151643,
|
| 60 |
+
"rms_norm_eps": 1e-06,
|
| 61 |
+
"rope_parameters": {
|
| 62 |
+
"rope_theta": 5000000,
|
| 63 |
+
"rope_type": "default"
|
| 64 |
+
},
|
| 65 |
+
"sliding_window": null,
|
| 66 |
+
"tie_word_embeddings": true,
|
| 67 |
+
"transformers_version": "5.1.0",
|
| 68 |
+
"use_cache": false,
|
| 69 |
+
"use_sliding_window": false,
|
| 70 |
+
"vocab_size": 151936
|
| 71 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 151643,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
151645,
|
| 6 |
+
151643
|
| 7 |
+
],
|
| 8 |
+
"pad_token_id": 151643,
|
| 9 |
+
"temperature": 0.7,
|
| 10 |
+
"top_k": 20,
|
| 11 |
+
"top_p": 0.8,
|
| 12 |
+
"transformers_version": "5.1.0"
|
| 13 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c39dbbd32a512203b8371d3975db535144a3969d1d7ee277f9f0bbc3ccb9fbcc
|
| 3 |
+
size 8044982080
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3351f17380c8be1911a906a34739ec1e233b4f22c4ff1cab6f111af178e6a783
|
| 3 |
+
size 16090225449
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:098b29492211804ab324a36f37466821d948280bb74fce4ba895c03f13ecd878
|
| 3 |
+
size 14645
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cbb1878d877a42ce7669e65b702bc4162c15e435a8917656ff78ed4ac40da867
|
| 3 |
+
size 1465
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
|
| 3 |
+
size 11422650
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|im_end|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"<|im_start|>",
|
| 10 |
+
"<|im_end|>",
|
| 11 |
+
"<|object_ref_start|>",
|
| 12 |
+
"<|object_ref_end|>",
|
| 13 |
+
"<|box_start|>",
|
| 14 |
+
"<|box_end|>",
|
| 15 |
+
"<|quad_start|>",
|
| 16 |
+
"<|quad_end|>",
|
| 17 |
+
"<|vision_start|>",
|
| 18 |
+
"<|vision_end|>",
|
| 19 |
+
"<|vision_pad|>",
|
| 20 |
+
"<|image_pad|>",
|
| 21 |
+
"<|video_pad|>"
|
| 22 |
+
],
|
| 23 |
+
"is_local": true,
|
| 24 |
+
"model_max_length": 1010000,
|
| 25 |
+
"pad_token": "<|endoftext|>",
|
| 26 |
+
"split_special_tokens": false,
|
| 27 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 28 |
+
"unk_token": null
|
| 29 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,666 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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training_args.bin
ADDED
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