commit ea9f01294d673a2874a9c37931d992b8604fe418 Author: ModelHub XC Date: Sun Jul 19 01:55:09 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: Firemedic15/nemotron-mini-4b-travel-risk-analysis-merged 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 filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..bc5f30d --- /dev/null +++ b/README.md @@ -0,0 +1,199 @@ +--- +library_name: transformers +tags: [] +--- + +# Model Card for Model ID + + + + + +## Model Details + +### Model Description + + + +This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. + +- **Developed by:** [More Information Needed] +- **Funded by [optional]:** [More Information Needed] +- **Shared by [optional]:** [More Information Needed] +- **Model type:** [More Information Needed] +- **Language(s) (NLP):** [More Information Needed] +- **License:** [More Information Needed] +- **Finetuned from model [optional]:** [More Information Needed] + +### Model Sources [optional] + + + +- **Repository:** [More Information Needed] +- **Paper [optional]:** [More Information Needed] +- **Demo [optional]:** [More Information Needed] + +## Uses + + + +### Direct Use + + + +[More Information Needed] + +### Downstream Use [optional] + + + +[More Information Needed] + +### Out-of-Scope Use + + + +[More Information Needed] + +## Bias, Risks, and Limitations + + + +[More Information Needed] + +### Recommendations + + + +Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. + +## How to Get Started with the Model + +Use the code below to get started with the model. + +[More Information Needed] + +## Training Details + +### Training Data + + + +[More Information Needed] + +### Training Procedure + + + +#### Preprocessing [optional] + +[More Information Needed] + + +#### Training Hyperparameters + +- **Training regime:** [More Information Needed] + +#### Speeds, Sizes, Times [optional] + + + +[More Information Needed] + +## Evaluation + + + +### Testing Data, Factors & Metrics + +#### Testing Data + + + +[More Information Needed] + +#### Factors + + + +[More Information Needed] + +#### Metrics + + + +[More Information Needed] + +### Results + +[More Information Needed] + +#### Summary + + + +## Model Examination [optional] + + + +[More Information Needed] + +## Environmental Impact + + + +Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). + +- **Hardware Type:** [More Information Needed] +- **Hours used:** [More Information Needed] +- **Cloud Provider:** [More Information Needed] +- **Compute Region:** [More Information Needed] +- **Carbon Emitted:** [More Information Needed] + +## Technical Specifications [optional] + +### Model Architecture and Objective + +[More Information Needed] + +### Compute Infrastructure + +[More Information Needed] + +#### Hardware + +[More Information Needed] + +#### Software + +[More Information Needed] + +## Citation [optional] + + + +**BibTeX:** + +[More Information Needed] + +**APA:** + +[More Information Needed] + +## Glossary [optional] + + + +[More Information Needed] + +## More Information [optional] + +[More Information Needed] + +## Model Card Authors [optional] + +[More Information Needed] + +## Model Card Contact + +[More Information Needed] \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..80a4f8a --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,15 @@ +{{'System'}}{% for message in messages %}{% if message['role'] == 'system' %}{{' +' + message['content'].strip()}}{% if tools or contexts %}{{' +'}}{% endif %}{% endif %}{% endfor %}{% if tools %}{% for tool in tools %}{{ ' + ' + tool|tojson + ' ' }}{% endfor %}{% endif %}{% if contexts %}{% if tools %}{{' +'}}{% endif %}{% for context in contexts %}{{ ' + ' + context.strip() + ' ' }}{% endfor %}{% endif %}{{' + +'}}{% for message in messages %}{% if message['role'] == 'user' %}{{ 'User +' + message['content'].strip() + ' +' }}{% elif message['role'] == 'assistant' %}{{ 'Assistant +' + message['content'].strip() + ' +' }}{% elif message['role'] == 'tool' %}{{ 'Tool +' + message['content'].strip() + ' +' }}{% endif %}{% endfor %}{%- if add_generation_prompt %}{{'Assistant +'}}{%- endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..2c81589 --- /dev/null +++ b/config.json @@ -0,0 +1,34 @@ +{ + "architectures": [ + "NemotronForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 2, + "dtype": "bfloat16", + "eos_token_id": 3, + "head_dim": 128, + "hidden_act": "relu2", + "hidden_size": 3072, + "initializer_range": 0.0134, + "intermediate_size": 9216, + "kv_channels": 128, + "max_position_embeddings": 4096, + "mlp_bias": false, + "model_type": "nemotron", + "norm_eps": 1e-05, + "num_attention_heads": 24, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pad_token_id": null, + "partial_rotary_factor": 0.5, + "rope_parameters": { + "partial_rotary_factor": 0.5, + "rope_theta": 10000, + "rope_type": "default" + }, + "tie_word_embeddings": false, + "transformers_version": "5.11.0", + "use_cache": true, + "vocab_size": 256000 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..7a8254a --- /dev/null +++ b/generation_config.json @@ -0,0 +1,7 @@ +{ + "_from_model_config": true, + "bos_token_id": 2, + "eos_token_id": 3, + "transformers_version": "5.11.0", + "use_cache": true +} diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..d0721cc --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b7c485adf5b69e3c0cd0c59d3a04edef29128bb67037750e30d3393ff7ee544 +size 8381055608 diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..26e42d1 --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6ad04b2b0671068c30ca001b365f036dda0cad9915366b5a6f1c5afe33a0d71 +size 34810091 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..8494082 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,15 @@ +{ + "backend": "tokenizers", + "bos_token": "", + "clean_up_tokenization_spaces": true, + "eos_token": "", + "is_local": false, + "local_files_only": false, + "model_input_names": [ + "input_ids", + "attention_mask" + ], + "model_max_length": 1000000000000000019884624838656, + "pad_token": "", + "tokenizer_class": "TokenizersBackend" +}