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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"layer_replication": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"megatron_config": null,
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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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size 494159720
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added_tokens.json
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runs/Feb21_07-27-46_9abd05f9c94d/events.out.tfevents.1740122891.9abd05f9c94d.8157.0
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size 26768
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special_tokens_map.json
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tokenizer.json
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tokenizer.model
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tokenizer_config.json
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"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 |
+
"normalized": false,
|
138 |
+
"rstrip": false,
|
139 |
+
"single_word": false,
|
140 |
+
"special": true
|
141 |
+
},
|
142 |
+
"32014": {
|
143 |
+
"content": "</think>",
|
144 |
+
"lstrip": false,
|
145 |
+
"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
|