初始化项目，由ModelHub XC社区提供模型
Model: QwenCollection/Hercules-5.0-Qwen2-1.5B Source: Original Platform
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README.md
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---
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license: apache-2.0
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datasets:
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- Locutusque/hercules-v5.0
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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: 0.8
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top_p: 0.95
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top_k: 40
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min_p: 0.1
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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-5.0-Qwen2-1.5B
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<!-- Provide a quick summary of what the model is/does. -->
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We fine-tuned qwen2-1.5B on a high quality mix for general-purpose assistants. A DPO version of this will be released soon. We use the ChatML prompt format.
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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, writing, and more. We fine-tuned it using a high quality mix for general-purpose assistants.
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- **Developed by:** M4-ai
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- **Language(s) (NLP):** English and maybe Chinese
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- **License:** apache-2.0
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- **Finetuned from model:** [qwen2-1.5B](https://huggingface.co/Qwen/Qwen2-1.5B)
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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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This language model made an impressive achievement, and correctly implemented a Multi Head Attention for use in a transformer neural network.
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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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## Training Details
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### Training Data
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- Locutusque/hercules-v5.0
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## Evaluations
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coming soon
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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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config.json
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config.json
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{
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"_name_or_path": "Locutusque/Hercules-5.0-Qwen2-1.5B",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"model.layers.7.self_attn.q_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.7.self_attn.v_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.7.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
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||||
"model.layers.8.input_layernorm.weight": "model-00001-of-00002.safetensors",
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||||
"model.layers.8.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
|
||||
"model.layers.8.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.8.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.8.self_attn.k_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.8.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.8.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.8.self_attn.q_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.8.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
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||||
"model.layers.8.self_attn.v_proj.bias": "model-00001-of-00002.safetensors",
|
||||
"model.layers.8.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
|
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"model.layers.9.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
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"model.layers.9.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
|
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"model.layers.9.mlp.gate_proj.weight": "model-00001-of-00002.safetensors",
|
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"model.layers.9.mlp.up_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.k_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.k_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.q_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.q_proj.weight": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.v_proj.bias": "model-00001-of-00002.safetensors",
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"model.layers.9.self_attn.v_proj.weight": "model-00001-of-00002.safetensors",
|
||||
"model.norm.weight": "model-00002-of-00002.safetensors"
|
||||
}
|
||||
}
|
||||
14
special_tokens_map.json
Normal file
14
special_tokens_map.json
Normal file
@@ -0,0 +1,14 @@
|
||||
{
|
||||
"additional_special_tokens": [
|
||||
"<|im_start|>",
|
||||
"<|im_end|>"
|
||||
],
|
||||
"eos_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": "<|endoftext|>"
|
||||
}
|
||||
303126
tokenizer.json
Normal file
303126
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
50
tokenizer_config.json
Normal file
50
tokenizer_config.json
Normal file
@@ -0,0 +1,50 @@
|
||||
{
|
||||
"add_prefix_space": false,
|
||||
"added_tokens_decoder": {
|
||||
"151643": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"151644": {
|
||||
"content": "<|im_start|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"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 %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|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": "<|endoftext|>",
|
||||
"errors": "replace",
|
||||
"max_length": 1536,
|
||||
"model_max_length": 32768,
|
||||
"pad_to_multiple_of": null,
|
||||
"pad_token": "<|endoftext|>",
|
||||
"pad_token_type_id": 0,
|
||||
"padding_side": "right",
|
||||
"split_special_tokens": false,
|
||||
"stride": 0,
|
||||
"tokenizer_class": "Qwen2Tokenizer",
|
||||
"truncation_side": "right",
|
||||
"truncation_strategy": "longest_first",
|
||||
"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