Instructions to use MagicLuke/qwen25omni-sicl-grpo-best with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use MagicLuke/qwen25omni-sicl-grpo-best with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Omni-7B") model = PeftModel.from_pretrained(base_model, "MagicLuke/qwen25omni-sicl-grpo-best") - Notebooks
- Google Colab
- Kaggle
Download args.json from MagicLuke/qwen25omni-sicl-grpo-best: direct link, hf CLI and curl.
- Browser
- Download file 26.9 kB
-
https://huggingface.co/MagicLuke/qwen25omni-sicl-grpo-best/resolve/main/args.json
- Command line
-
hf download hf://MagicLuke/qwen25omni-sicl-grpo-best/args.json
-
curl -L -o args.json https://huggingface.co/MagicLuke/qwen25omni-sicl-grpo-best/resolve/main/args.json
26.9 kB
| { | |
| "output_dir": "/work/hdd/beiq/haolong2/SICL-GRPO/checkpoint/Qwen2.5-Omni-7B/lora_grpo_ctx_good_perf_bad_2k_s42_ctx0p6_wer0p1_ice_soft_w004/18288799/v0-20260516-181131", | |
| "overwrite_output_dir": false, | |
| "do_train": false, | |
| "do_eval": false, | |
| "do_predict": false, | |
| "eval_strategy": "steps", | |
| "prediction_loss_only": false, | |
| "per_device_train_batch_size": 1, | |
| "per_device_eval_batch_size": 8, | |
| "per_gpu_train_batch_size": null, | |
| "per_gpu_eval_batch_size": null, | |
| "gradient_accumulation_steps": 16, | |
| "eval_accumulation_steps": null, | |
| "eval_delay": 0, | |
| "torch_empty_cache_steps": null, | |
| "learning_rate": 5e-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": 1.0, | |
| "max_steps": -1, | |
| "lr_scheduler_type": "cosine", | |
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| "warmup_ratio": 0.0, | |
| "warmup_steps": 0, | |
| "log_level": "passive", | |
| "log_level_replica": "warning", | |
| "log_on_each_node": true, | |
| "logging_dir": "/work/hdd/beiq/haolong2/SICL-GRPO/checkpoint/Qwen2.5-Omni-7B/lora_grpo_ctx_good_perf_bad_2k_s42_ctx0p6_wer0p1_ice_soft_w004/18288799/v0-20260516-181131/runs", | |
| "logging_strategy": "steps", | |
| "logging_first_step": true, | |
| "logging_steps": 5, | |
| "logging_nan_inf_filter": true, | |
| "save_strategy": "steps", | |
| "save_steps": 50.0, | |
| "save_total_limit": null, | |
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| "seed": 42, | |
| "data_seed": 42, | |
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| "bf16": true, | |
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| "accelerator_config": { | |
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| }, | |
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| "deepspeed": { | |
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| "initial_scale_power": 16, | |
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| "adafactor": false, | |
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| "average_tokens_across_devices": true, | |
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| "max_shard_size": "5GB", | |
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| "tuner_type": "lora", | |
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| "galore_rank": 128, | |
| "galore_update_proj_gap": 50, | |
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| "model": "Qwen/Qwen2.5-Omni-7B", | |
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| "task_type": "causal_lm", | |
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| "padding_side": "right", | |
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| "template_backend": "swift", | |
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| "add_non_thinking_prefix": true, | |
| "dataset": [ | |
| "/tmp/haolong2/qwen25omni-grpo-ctx_good_perf_bad_2k_s42_ctx0p6_wer0p1_ice_soft_w004/18288799/ctx_good_perf_bad_2k_s42_ctx0p6_wer0p1.head2000.grpo.jsonl" | |
| ], | |
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| "stopping_strategy": "first_exhausted", | |
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| "train_type": "lora", | |
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| ], | |
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| "scale_rewards": "group", | |
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| "importance_sampling_level": "token", | |
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| } |