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Browse files- README.md +95 -0
- added_tokens.json +13 -0
- config.json +170 -0
- mergekit_config.yml +34 -0
- model-00001-of-00032.safetensors +3 -0
- model-00002-of-00032.safetensors +3 -0
- model-00003-of-00032.safetensors +3 -0
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- model-00009-of-00032.safetensors +3 -0
- model-00010-of-00032.safetensors +3 -0
- model-00011-of-00032.safetensors +3 -0
- model-00012-of-00032.safetensors +3 -0
- model-00013-of-00032.safetensors +3 -0
- model-00014-of-00032.safetensors +3 -0
- model-00015-of-00032.safetensors +3 -0
- model-00016-of-00032.safetensors +3 -0
- model-00017-of-00032.safetensors +3 -0
- model-00018-of-00032.safetensors +3 -0
- model-00019-of-00032.safetensors +3 -0
- model-00020-of-00032.safetensors +3 -0
- model-00021-of-00032.safetensors +3 -0
- model-00022-of-00032.safetensors +3 -0
- model-00023-of-00032.safetensors +3 -0
- model-00024-of-00032.safetensors +3 -0
- model-00025-of-00032.safetensors +3 -0
- model-00026-of-00032.safetensors +3 -0
- model-00027-of-00032.safetensors +3 -0
- model-00028-of-00032.safetensors +3 -0
- model-00029-of-00032.safetensors +3 -0
- model-00030-of-00032.safetensors +3 -0
- model-00031-of-00032.safetensors +3 -0
- model-00032-of-00032.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +131 -0
README.md
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---
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base_model:
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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- microsoft/Phi-3-medium-128k-instruct
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tags:
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- merge
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- mergekit
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- lazymergekit
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- microsoft/Phi-3-medium-128k-instruct
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---
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# experiment-13
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experiment-13 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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* [microsoft/Phi-3-medium-128k-instruct](https://huggingface.co/microsoft/Phi-3-medium-128k-instruct)
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## 🧩 Configuration
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```yaml
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slices:
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- sources:
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- layer_range: [0, 4]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [5, 8]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [9, 12]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [13, 16]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [17, 20]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [21, 24]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [25, 28]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [29, 32]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [33, 36]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [37, 40]
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model: microsoft/Phi-3-medium-128k-instruct
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merge_method: passthrough
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dtype: bfloat16
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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 = "KingNish/experiment-13"
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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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added_tokens.json
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{
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"<|assistant|>": 32001,
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"<|endoftext|>": 32000,
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"<|end|>": 32007,
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"<|placeholder1|>": 32002,
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"<|placeholder2|>": 32003,
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"<|placeholder3|>": 32004,
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"<|placeholder4|>": 32005,
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"<|placeholder5|>": 32008,
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"<|placeholder6|>": 32009,
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"<|system|>": 32006,
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"<|user|>": 32010
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}
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config.json
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{
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"_name_or_path": "microsoft/Phi-3-medium-128k-instruct",
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"architectures": [
|
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"Phi3ForCausalLM"
|
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],
|
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"attention_bias": false,
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"attention_dropout": 0.0,
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"auto_map": {
|
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"AutoConfig": "microsoft/Phi-3-medium-128k-instruct--configuration_phi3.Phi3Config",
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"AutoModelForCausalLM": "microsoft/Phi-3-medium-128k-instruct--modeling_phi3.Phi3ForCausalLM"
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},
|
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"bos_token_id": 1,
|
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"embd_pdrop": 0.0,
|
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"eos_token_id": 32000,
|
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"hidden_act": "silu",
|
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"hidden_size": 5120,
|
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+
"initializer_range": 0.02,
|
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+
"intermediate_size": 17920,
|
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+
"max_position_embeddings": 131072,
|
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+
"model_type": "phi3",
|
21 |
+
"num_attention_heads": 40,
|
22 |
+
"num_hidden_layers": 31,
|
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+
"num_key_value_heads": 10,
|
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+
"original_max_position_embeddings": 4096,
|
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+
"pad_token_id": null,
|
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"resid_pdrop": 0.0,
|
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"rms_norm_eps": 1e-05,
|
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+
"rope_scaling": {
|
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"long_factor": [
|
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1.0,
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1.0,
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1.0,
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1.0,
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1.0,
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1.0,
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1.0,
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1.0,
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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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"short_factor": [
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],
|
161 |
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"type": "su"
|
162 |
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},
|
163 |
+
"rope_theta": 10000.0,
|
164 |
+
"sliding_window": 131072,
|
165 |
+
"tie_word_embeddings": false,
|
166 |
+
"torch_dtype": "bfloat16",
|
167 |
+
"transformers_version": "4.42.4",
|
168 |
+
"use_cache": true,
|
169 |
+
"vocab_size": 32064
|
170 |
+
}
|
mergekit_config.yml
ADDED
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slices:
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- sources:
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- layer_range: [0, 4]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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- layer_range: [5, 8]
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model: microsoft/Phi-3-medium-128k-instruct
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- sources:
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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model: microsoft/Phi-3-medium-128k-instruct
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merge_method: passthrough
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dtype: bfloat16
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"normalized": false,
|
82 |
+
"rstrip": true,
|
83 |
+
"single_word": false,
|
84 |
+
"special": true
|
85 |
+
},
|
86 |
+
"32007": {
|
87 |
+
"content": "<|end|>",
|
88 |
+
"lstrip": false,
|
89 |
+
"normalized": false,
|
90 |
+
"rstrip": true,
|
91 |
+
"single_word": false,
|
92 |
+
"special": true
|
93 |
+
},
|
94 |
+
"32008": {
|
95 |
+
"content": "<|placeholder5|>",
|
96 |
+
"lstrip": false,
|
97 |
+
"normalized": false,
|
98 |
+
"rstrip": true,
|
99 |
+
"single_word": false,
|
100 |
+
"special": true
|
101 |
+
},
|
102 |
+
"32009": {
|
103 |
+
"content": "<|placeholder6|>",
|
104 |
+
"lstrip": false,
|
105 |
+
"normalized": false,
|
106 |
+
"rstrip": true,
|
107 |
+
"single_word": false,
|
108 |
+
"special": true
|
109 |
+
},
|
110 |
+
"32010": {
|
111 |
+
"content": "<|user|>",
|
112 |
+
"lstrip": false,
|
113 |
+
"normalized": false,
|
114 |
+
"rstrip": true,
|
115 |
+
"single_word": false,
|
116 |
+
"special": true
|
117 |
+
}
|
118 |
+
},
|
119 |
+
"bos_token": "<s>",
|
120 |
+
"chat_template": "{% for message in messages %}{% if (message['role'] == 'user') %}{{'<|user|>' + '\n' + message['content'] + '<|end|>' + '\n' + '<|assistant|>' + '\n'}}{% elif (message['role'] == 'assistant') %}{{message['content'] + '<|end|>' + '\n'}}{% endif %}{% endfor %}",
|
121 |
+
"clean_up_tokenization_spaces": false,
|
122 |
+
"eos_token": "<|endoftext|>",
|
123 |
+
"legacy": false,
|
124 |
+
"model_max_length": 131072,
|
125 |
+
"pad_token": "<|endoftext|>",
|
126 |
+
"padding_side": "left",
|
127 |
+
"sp_model_kwargs": {},
|
128 |
+
"tokenizer_class": "LlamaTokenizer",
|
129 |
+
"unk_token": "<unk>",
|
130 |
+
"use_default_system_prompt": false
|
131 |
+
}
|