初始化项目，由ModelHub XC社区提供模型
Model: CultriX/Wernicke-7B-dpo Source: Original Platform
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README.md
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README.md
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---
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tags:
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- merge
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- mergekit
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- lazymergekit
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- FelixChao/WestSeverus-7B-DPO-v2
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- CultriX/Wernicke-7B-v8
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- vanillaOVO/supermario_v2
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base_model:
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- FelixChao/WestSeverus-7B-DPO-v2
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- CultriX/Wernicke-7B-v8
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- vanillaOVO/supermario_v2
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license: apache-2.0
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---
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# Edit:
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* DPO-finetune using truthy-dpo dataset and CultriX/Wernicke-7B-v9.
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# Wernicke-7B-v9
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Wernicke-7B-v9 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [FelixChao/WestSeverus-7B-DPO-v2](https://huggingface.co/FelixChao/WestSeverus-7B-DPO-v2)
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* [CultriX/Wernicke-7B-v8](https://huggingface.co/CultriX/Wernicke-7B-v8)
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* [vanillaOVO/supermario_v2](https://huggingface.co/vanillaOVO/supermario_v2)
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## 🧩 Configuration
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```yaml
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models:
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- model: FelixChao/WestSeverus-7B-DPO-v2
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parameters:
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density: 0.50
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weight: 0.35
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- model: CultriX/Wernicke-7B-v8
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parameters:
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density: 0.50
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weight: 0.35
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- model: vanillaOVO/supermario_v2
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parameters:
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density: 0.50
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weight: 0.30
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merge_method: dare_ties
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base_model: FelixChao/WestSeverus-7B-DPO-v2
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parameters:
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int8_mask: true
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dtype: float16
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```
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## 💻 Usage
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```python
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!pip install -qU transformers accelerate
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from transformers import AutoTokenizer
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import transformers
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import torch
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model = "CultriX/Wernicke-7B-v9"
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messages = [{"role": "user", "content": "What is a large language model?"}]
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tokenizer = AutoTokenizer.from_pretrained(model)
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prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
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pipeline = transformers.pipeline(
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"text-generation",
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model=model,
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torch_dtype=torch.float16,
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device_map="auto",
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)
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outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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print(outputs[0]["generated_text"])
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```
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config.json
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{
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"_name_or_path": "CultriX/Wernicke-7B-v9",
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"MistralForCausalLM"
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"eos_token_id": 2,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.37.2",
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"unsloth_version": "2024.1",
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"use_cache": true,
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"vocab_size": 32000
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}
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35
special_tokens_map.json
Normal file
35
special_tokens_map.json
Normal file
@@ -0,0 +1,35 @@
|
||||
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|
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||||
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|
||||
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|
||||
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|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
47
tokenizer_config.json
Normal file
47
tokenizer_config.json
Normal file
@@ -0,0 +1,47 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [
|
||||
"<unk>",
|
||||
"<s>",
|
||||
"</s>"
|
||||
],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 255,
|
||||
"pad_token": "<unk>",
|
||||
"padding_side": "right",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true
|
||||
}
|
||||
Reference in New Issue
Block a user