commit f556e592f070d9885192a2b231123d408205069b Author: ModelHub XC Date: Fri May 29 16:09:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: wassname/llama-3.2-3b-sft 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 -text +*.onnx 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0000000..2534f50 --- /dev/null +++ b/README.md @@ -0,0 +1,61 @@ +--- +base_model: tanliboy/Llama-3.2-3B +datasets: +- wassname/ultrachat_200k_filtered +library_name: transformers +model_name: llama-3.2-3b-sft +tags: +- generated_from_trainer +- alignment-handbook +licence: license +--- + +# Model Card for llama-3.2-3b-sft + +This model is a fine-tuned version of [tanliboy/Llama-3.2-3B](https://huggingface.co/tanliboy/Llama-3.2-3B) on the [['wassname/ultrachat_200k_filtered']](https://huggingface.co/datasets/['wassname/ultrachat_200k_filtered']) dataset. +It has been trained using [TRL](https://github.com/huggingface/trl). + + +Why? because experiments with DPO require a SFT model, this means you can't use base or instruction tuned you need an intermediate model such as https://huggingface.co/allenai/Olmo-3-7B-Think-SFT + +## Quick start + +```python +from transformers import pipeline + +question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?" +generator = pipeline("text-generation", model="None", device="cuda") +output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0] +print(output["generated_text"]) +``` + +## Training procedure + +[Visualize in Weights & Biases](https://wandb.ai/wassname/huggingface/runs/82mx7iry) + +This model was trained with SFT. + +### Framework versions + +- TRL: 0.12.1 +- Transformers: 4.52.4 +- Pytorch: 2.7.0 +- Datasets: 3.6.0 +- Tokenizers: 0.21.1 + +## Citations + + + +Cite TRL as: + +```bibtex +@misc{vonwerra2022trl, + title = {{TRL: Transformer Reinforcement Learning}}, + author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec}, + year = 2020, + journal = {GitHub repository}, + publisher = {GitHub}, + howpublished = {\url{https://github.com/huggingface/trl}} +} +``` \ No newline 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%}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|> + +' }}{% endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..8cac94b --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 3072, + "initializer_range": 0.02, + "intermediate_size": 8192, + "max_position_embeddings": 131072, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 24, + "num_hidden_layers": 28, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": { + "factor": 32.0, + "high_freq_factor": 4.0, + "low_freq_factor": 1.0, + "original_max_position_embeddings": 8192, + "rope_type": "llama3" + }, + "rope_theta": 500000.0, + "tie_word_embeddings": true, + "torch_dtype": "bfloat16", + "transformers_version": "4.52.4", + "use_cache": true, + "vocab_size": 128256 +} diff --git a/eval_results.json b/eval_results.json new file mode 100644 index 0000000..0b73a76 --- /dev/null +++ b/eval_results.json @@ -0,0 +1,8 @@ +{ + "epoch": 1.0, + "eval_loss": 1.1679222583770752, + "eval_runtime": 577.8173, + "eval_samples": 13187, + "eval_samples_per_second": 11.824, + "eval_steps_per_second": 3.942 +} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..bdc177f --- /dev/null +++ b/generation_config.json @@ -0,0 +1,13 @@ +{ + "_from_model_config": true, + "bos_token_id": 128000, + "do_sample": true, + "eos_token_id": [ + 128001, + 128008, + 128009 + ], + "temperature": 0.6, + "top_p": 0.9, + "transformers_version": "4.52.4" +} diff --git a/model-00001-of-00002.safetensors b/model-00001-of-00002.safetensors new file mode 100644 index 0000000..baa4416 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