andreagemelli/Phi-3.5-mini-thinking-function_calling-V0
Browse files- README.md +58 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +22 -0
- runs/Feb21_07-27-46_9abd05f9c94d/events.out.tfevents.1740122891.9abd05f9c94d.8157.0 +3 -0
- special_tokens_map.json +42 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +216 -0
- training_args.bin +3 -0
README.md
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---
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base_model: microsoft/Phi-3.5-mini-instruct
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library_name: transformers
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model_name: Phi-3.5-mini-thinking-function_calling-V0
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tags:
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- generated_from_trainer
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- trl
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- sft
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licence: license
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---
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# Model Card for Phi-3.5-mini-thinking-function_calling-V0
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This model is a fine-tuned version of [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="andreagemelli/Phi-3.5-mini-thinking-function_calling-V0", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.15.1
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- Transformers: 4.48.3
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- Pytorch: 2.5.1+cu124
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- Datasets: 3.3.2
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- Tokenizers: 0.21.0
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## Citations
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "microsoft/Phi-3.5-mini-instruct",
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"bias": "none",
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"qkv_proj",
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"o_proj",
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"gate_up_proj",
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"down_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a47ded9e369d96d3979d86ac1c40f7430c53d04c4bf1c27a7019320ef09d796e
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size 494159720
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added_tokens.json
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{
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"<|endoftext|>": 32000,
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"<|tool|>": 32019,
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"<|user|>": 32010
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}
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runs/Feb21_07-27-46_9abd05f9c94d/events.out.tfevents.1740122891.9abd05f9c94d.8157.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:af3d60a538686b8205072e8bc6b782743d4f534ec4820e212b4059c39c1b0aeb
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size 26768
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special_tokens_map.json
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"pad_token": {
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},
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"unk_token": {
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}
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}
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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{
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| 13 |
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|
| 16 |
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|
| 21 |
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},
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| 23 |
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| 32 |
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|
| 37 |
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"normalized": false,
|
| 42 |
+
"rstrip": true,
|
| 43 |
+
"single_word": false,
|
| 44 |
+
"special": true
|
| 45 |
+
},
|
| 46 |
+
"32002": {
|
| 47 |
+
"content": "<|placeholder1|>",
|
| 48 |
+
"lstrip": false,
|
| 49 |
+
"normalized": false,
|
| 50 |
+
"rstrip": true,
|
| 51 |
+
"single_word": false,
|
| 52 |
+
"special": true
|
| 53 |
+
},
|
| 54 |
+
"32003": {
|
| 55 |
+
"content": "<|placeholder2|>",
|
| 56 |
+
"lstrip": false,
|
| 57 |
+
"normalized": false,
|
| 58 |
+
"rstrip": true,
|
| 59 |
+
"single_word": false,
|
| 60 |
+
"special": true
|
| 61 |
+
},
|
| 62 |
+
"32004": {
|
| 63 |
+
"content": "<|placeholder3|>",
|
| 64 |
+
"lstrip": false,
|
| 65 |
+
"normalized": false,
|
| 66 |
+
"rstrip": true,
|
| 67 |
+
"single_word": false,
|
| 68 |
+
"special": true
|
| 69 |
+
},
|
| 70 |
+
"32005": {
|
| 71 |
+
"content": "<|placeholder4|>",
|
| 72 |
+
"lstrip": false,
|
| 73 |
+
"normalized": false,
|
| 74 |
+
"rstrip": true,
|
| 75 |
+
"single_word": false,
|
| 76 |
+
"special": true
|
| 77 |
+
},
|
| 78 |
+
"32006": {
|
| 79 |
+
"content": "<|system|>",
|
| 80 |
+
"lstrip": false,
|
| 81 |
+
"normalized": false,
|
| 82 |
+
"rstrip": true,
|
| 83 |
+
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|
| 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 |
+
"32011": {
|
| 119 |
+
"content": "<tools>",
|
| 120 |
+
"lstrip": false,
|
| 121 |
+
"normalized": false,
|
| 122 |
+
"rstrip": false,
|
| 123 |
+
"single_word": false,
|
| 124 |
+
"special": true
|
| 125 |
+
},
|
| 126 |
+
"32012": {
|
| 127 |
+
"content": "</tools>",
|
| 128 |
+
"lstrip": false,
|
| 129 |
+
"normalized": false,
|
| 130 |
+
"rstrip": false,
|
| 131 |
+
"single_word": false,
|
| 132 |
+
"special": true
|
| 133 |
+
},
|
| 134 |
+
"32013": {
|
| 135 |
+
"content": "<think>",
|
| 136 |
+
"lstrip": false,
|
| 137 |
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"normalized": false,
|
| 138 |
+
"rstrip": false,
|
| 139 |
+
"single_word": false,
|
| 140 |
+
"special": true
|
| 141 |
+
},
|
| 142 |
+
"32014": {
|
| 143 |
+
"content": "</think>",
|
| 144 |
+
"lstrip": false,
|
| 145 |
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"normalized": false,
|
| 146 |
+
"rstrip": false,
|
| 147 |
+
"single_word": false,
|
| 148 |
+
"special": true
|
| 149 |
+
},
|
| 150 |
+
"32015": {
|
| 151 |
+
"content": "<tool_call>",
|
| 152 |
+
"lstrip": false,
|
| 153 |
+
"normalized": false,
|
| 154 |
+
"rstrip": false,
|
| 155 |
+
"single_word": false,
|
| 156 |
+
"special": true
|
| 157 |
+
},
|
| 158 |
+
"32016": {
|
| 159 |
+
"content": "</tool_call>",
|
| 160 |
+
"lstrip": false,
|
| 161 |
+
"normalized": false,
|
| 162 |
+
"rstrip": false,
|
| 163 |
+
"single_word": false,
|
| 164 |
+
"special": true
|
| 165 |
+
},
|
| 166 |
+
"32017": {
|
| 167 |
+
"content": "<tool_reponse>",
|
| 168 |
+
"lstrip": false,
|
| 169 |
+
"normalized": false,
|
| 170 |
+
"rstrip": false,
|
| 171 |
+
"single_word": false,
|
| 172 |
+
"special": true
|
| 173 |
+
},
|
| 174 |
+
"32018": {
|
| 175 |
+
"content": "</tool_reponse>",
|
| 176 |
+
"lstrip": false,
|
| 177 |
+
"normalized": false,
|
| 178 |
+
"rstrip": false,
|
| 179 |
+
"single_word": false,
|
| 180 |
+
"special": true
|
| 181 |
+
},
|
| 182 |
+
"32019": {
|
| 183 |
+
"content": "<|tool|>",
|
| 184 |
+
"lstrip": false,
|
| 185 |
+
"normalized": false,
|
| 186 |
+
"rstrip": false,
|
| 187 |
+
"single_word": false,
|
| 188 |
+
"special": true
|
| 189 |
+
}
|
| 190 |
+
},
|
| 191 |
+
"additional_special_tokens": [
|
| 192 |
+
"<tools>",
|
| 193 |
+
"</tools>",
|
| 194 |
+
"<think>",
|
| 195 |
+
"</think>",
|
| 196 |
+
"<tool_call>",
|
| 197 |
+
"</tool_call>",
|
| 198 |
+
"<tool_reponse>",
|
| 199 |
+
"</tool_reponse>",
|
| 200 |
+
"<|tool|>",
|
| 201 |
+
"<|endoftext|>"
|
| 202 |
+
],
|
| 203 |
+
"bos_token": "<s>",
|
| 204 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if message['role'] == 'human' %}{{'<|user|>\n' + message['content'] | trim + '<|end|>\n'}}{% elif message['role'] == 'model' %}{{'<|assistant|>\n' + message['content'] | trim + '<|end|>\n'}}{% elif message['role'] == 'tool' %}{{'<|tool|>\n' + message['content'] | trim + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{bos_token + 'model\n'}}{% else %}{{ eos_token }}{% endif %}",
|
| 205 |
+
"clean_up_tokenization_spaces": false,
|
| 206 |
+
"eos_token": "<|endoftext|>",
|
| 207 |
+
"extra_special_tokens": {},
|
| 208 |
+
"legacy": false,
|
| 209 |
+
"model_max_length": 131072,
|
| 210 |
+
"pad_token": "<|endoftext|>",
|
| 211 |
+
"padding_side": "left",
|
| 212 |
+
"sp_model_kwargs": {},
|
| 213 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 214 |
+
"unk_token": "<unk>",
|
| 215 |
+
"use_default_system_prompt": false
|
| 216 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a7a82c172190abc9f522b2931aee0c0a7ccf0b4b3dd8c96152ce8e3fc8d75c89
|
| 3 |
+
size 5624
|