初始化项目，由ModelHub XC社区提供模型
Model: QwenCollection/Hercules-Mini-1.8B Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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license: other
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datasets:
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- Locutusque/hercules-v4.0
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language:
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- en
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inference:
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parameters:
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do_sample: true
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temperature: 1
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top_p: 0.7
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top_k: 4
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max_new_tokens: 250
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repetition_penalty: 1.1
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---
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# Hercules-Mini-1.8B
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<!-- Provide a quick summary of what the model is/does. -->
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We fine-tuned Qwen1.5-1.8B on Locutusque's Hercules-v4.
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## Model Details
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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This model has capabilities in math, coding, function calling, roleplay, and more. We fine-tuned it using 700,000 examples of Hercules-v4.
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- **Developed by:** M4-ai
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- **Language(s) (NLP):** English and maybe Chinese
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- **License:** tongyi-qianwen license
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- **Finetuned from model:** [Qwen1.5-1.8B](https://huggingface.co/Qwen/Qwen1.5-1.8B)
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## Uses
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<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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General purpose assistant, question answering, chain-of-thought, etc..
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## Bias, Risks, and Limitations
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<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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The eos token was not setup properly, so to prevent infinite generation you'll need to implement a stopping criteria when the model generates the <|im_end|> token.
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### Recommendations
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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## Evaluation
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Coming soon
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## Training Details
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### Training Data
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<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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https://huggingface.co/datasets/Locutusque/hercules-v4.0
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#### Training Hyperparameters
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- **Training regime:** bf16 non-mixed precision
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## Technical Specifications
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#### Hardware
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We used 8 Kaggle TPUs, and we trained at a global batch size of 256 and sequence length of 1536
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## Contributions
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Thanks to @Tonic, @aloobun, @fhai50032, and @Locutusque for their contributions to this model.
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added_tokens.json
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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config.json
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config.json
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{
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"_name_or_path": "M4-ai/tau-1.8B",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"max_window_layers": 21,
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"model_type": "qwen2",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"num_key_value_heads": 16,
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"rms_norm_eps": 1e-06,
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"rope_theta": 1000000.0,
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"sliding_window": 32768,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.39.2",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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14
special_tokens_map.json
Normal file
14
special_tokens_map.json
Normal file
@@ -0,0 +1,14 @@
|
||||
{
|
||||
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|
||||
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|
||||
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|
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|
||||
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|
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||||
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|
||||
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|
||||
303125
tokenizer.json
Normal file
303125
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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||||
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||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"151645": {
|
||||
"content": "<|im_end|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [
|
||||
"<|im_start|>",
|
||||
"<|im_end|>"
|
||||
],
|
||||
"bos_token": null,
|
||||
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "<|im_end|>",
|
||||
"errors": "replace",
|
||||
"model_max_length": 32768,
|
||||
"pad_token": "<|endoftext|>",
|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "Qwen2Tokenizer",
|
||||
"unk_token": null
|
||||
}
|
||||
1
vocab.json
Normal file
1
vocab.json
Normal file
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user