commit acb13460582fa822021932f54c54d2a68030bf33 Author: ModelHub XC Date: Sun Sep 27 20:28:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: anime-sh/llama-3_1-8b-rmu-igm-10b-rebuttal Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs 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mode 100644 index 0000000..2f62839 --- /dev/null +++ b/config.json @@ -0,0 +1,36 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "dtype": "bfloat16", + "eos_token_id": 128001, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pad_token_id": 128001, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_parameters": { + "factor": 8.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_theta": 500000.0, + "rope_type": "llama3" + }, + "tie_word_embeddings": false, + "transformers_version": "5.6.0", + "use_cache": false, + "vocab_size": 128256 +} diff --git a/config.yaml b/config.yaml new file mode 100644 index 0000000..4128cc3 --- /dev/null +++ b/config.yaml @@ -0,0 +1,35 @@ +model_name: meta-llama/Llama-3.1-8B +forget_path: unlearning-cleanslate/fsid-curated-llama-8b:forget:igm_10B +retain_path: unlearning-cleanslate/fsid-curated-llama-8b:retain:igm_10B +output_dir: results/rebuttal/train/llama-3_1-8b-rmu-igm-10b +objective: rmu +num_epochs: 2 +batch_size: 8 +gradient_accum_steps: 4 +lr: 1.0e-05 +weight_decay: 0.0 +warmup_steps: 20 +max_grad_norm: 1.0 +forget_weight: 1.0 +retain_weight: 1.0 +retain_loss_type: embed_diff +npo_beta: 0.1 +simnpo_delta: 0.0 +rmu_steering_coeff: 2.0 +rmu_module_regex: model\.layers\.7 +rmu_control_vec_seed: 0 +undial_beta: 10.0 +save_every: 0 +fsdp_sharding_strategy: full_shard +dtype: bfloat16 +seed: 42 +num_workers: 0 +log_every: 10 +gradient_checkpointing: false +torch_compile: false +push_to_hub: false +hub_repo_id: null +hub_private: false +optim: adamw_torch +_run_name: rmu_Llama-3.1-8B_20260724_013205 +_run_dir: results/rebuttal/train/llama-3_1-8b-rmu-igm-10b/rmu_Llama-3.1-8B_20260724_013205 diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..0952be4 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,12 @@ +{ + "_from_model_config": true, + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001 + ], + "pad_token_id": 128001, + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "5.6.0" +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..9291987 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:423553af4c54769045bdf59327d1207a54e6e07946722ebab745ab7662968fc4 +size 16060556616 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..1c1d8d5 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b +size 17209920 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..09d3c1a --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,15 @@ +{ + "backend": "tokenizers", + "bos_token": "<|begin_of_text|>", + "clean_up_tokenization_spaces": true, + "eos_token": "<|end_of_text|>", + "is_local": false, + "local_files_only": false, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 131072, + "pad_token": "<|end_of_text|>", + "tokenizer_class": "TokenizersBackend" +} diff --git a/train.log b/train.log new file mode 100644 index 0000000..b9a0e48 --- /dev/null +++ b/train.log @@ -0,0 +1,6 @@ +2026-07-24 01:32:17,795 INFO cleanslate.fsid.training.trainer: [RANK 0] FSID train: model=meta-llama/Llama-3.1-8B objective=rmu run_dir=results/rebuttal/train/llama-3_1-8b-rmu-igm-10b/rmu_Llama-3.1-8B_20260724_013205 +2026-07-24 01:32:17,795 INFO cleanslate.fsid.training.trainer: [RANK 0] Creating frozen reference model for rmu (dtype=torch.bfloat16) +2026-07-24 01:32:23,520 INFO cleanslate.fsid.training.trainer: [RANK 0] Starting training: objective=rmu epochs=2 +2026-07-24 01:32:23,976 INFO cleanslate.fsid.training.trainer: [RANK 0] RMU control_vec init: dim=4096 seed=0 rank=0 world_size=1 per_rank_norm=2.000000 +2026-07-24 01:38:37,173 INFO cleanslate.fsid.training.trainer: [RANK 0] Saved checkpoint to results/rebuttal/train/llama-3_1-8b-rmu-igm-10b/rmu_Llama-3.1-8B_20260724_013205 +2026-07-24 01:38:37,176 INFO cleanslate.fsid.training.trainer: [RANK 0] Training complete (334.6s) diff --git a/train_summary.json b/train_summary.json new file mode 100644 index 0000000..6cdfafd --- /dev/null +++ b/train_summary.json @@ -0,0 +1,48 @@ +{ + "run_name": "rmu_Llama-3.1-8B_20260724_013205", + "run_dir": "results/rebuttal/train/llama-3_1-8b-rmu-igm-10b/rmu_Llama-3.1-8B_20260724_013205", + "config": { + "model_name": 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