Upload folder using huggingface_hub
Browse files- README.md +54 -0
- added_tokens.json +40 -0
- config.json +30 -0
- generation_config.json +6 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +460 -0
- phi-2-orange.jpg +0 -0
- special_tokens_map.json +5 -0
- tokenizer.json +0 -0
- tokenizer_config.json +323 -0
- vocab.json +0 -0
README.md
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---
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license: mit
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---
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---
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license: mit
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datasets:
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- Open-Orca/SlimOrca-Dedup
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- migtissera/Synthia-v1.3
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- LDJnr/Verified-Camel
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- LDJnr/Pure-Dove
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- LDJnr/Capybara
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- meta-math/MetaMathQA
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- Intel/orca_dpo_pairs
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- argilla/ultrafeedback-binarized-preferences-cleaned
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---
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![Phi-2 Orange](https://huggingface.co/rhysjones/phi-2-orange-v2/resolve/main/phi-2-orange.jpg)
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# Phi-2 Orange Version 2
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A two-step finetune of Phi-2, with a bit more zest.
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First using a collection of broad training data:
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- [Open-Orca/SlimOrca-Dedup](https://huggingface.co/datasets/Open-Orca/SlimOrca-Dedup)
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- [migtissera/Synthia-v1.3](https://huggingface.co/datasets/migtissera/Synthia-v1.3)
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- [LDJnr/Verified-Camel](https://huggingface.co/datasets/LDJnr/Verified-Camel)
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- [LDJnr/Pure-Dove](https://huggingface.co/datasets/LDJnr/Pure-Dove)
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- [LDJnr/Capybara](https://huggingface.co/datasets/LDJnr/Capybara)
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- [meta-math/MetaMathQA](https://huggingface.co/datasets/meta-math/MetaMathQA)
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And then a DPO finetune using:
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- [Intel/orca_dpo_pairs](https://huggingface.co/datasets/Intel/orca_dpo_pairs)
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- [argilla/ultrafeedback-binarized-preferences-cleaned](https://huggingface.co/datasets/argilla/ultrafeedback-binarized-preferences-cleaned)
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# Prompt Format
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Phi-2 Orange uses ChatML as the prompt format, with or without the system instruction.
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To prompt with a system instruction (use whatever system prompt you like):
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```
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<|im_start|>system
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You are a helpful assistant for Python which outputs in Markdown format.<|im_end|>
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<|im_start|>user
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Write a function to calculate the Fibonacci sequence<|im_end|>
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<|im_start|>assistant
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```
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You can also omit the system prompt if you wish:
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```
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<|im_start|>user
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Why is the sky blue?<|im_end|>
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<|im_start|>assistant
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```
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added_tokens.json
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{
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"\t\t": 50294,
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" ": 50257
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}
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config.json
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{
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"_name_or_path": "rhysjones/phi-2-orange-v2",
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"architectures": [
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"PhiForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 50256,
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"embd_pdrop": 0.0,
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"eos_token_id": 50256,
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"hidden_act": "gelu_new",
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"hidden_size": 2560,
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"initializer_range": 0.02,
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"intermediate_size": 10240,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 2048,
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"model_type": "phi",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"partial_rotary_factor": 0.4,
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"qk_layernorm": false,
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"resid_pdrop": 0.1,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.37.0",
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"use_cache": true,
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"vocab_size": 51200
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.37.0"
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}
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model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:510ea68504b87d202d1e3e572bc93db76db7d59a9cd3ca2c6c0baa9297c0a1a3
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size 4995584424
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model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fa1bc4f831be23afe951e3eaa9ed986a8b569b37adfe8b9aec3d2bd0a7b47658
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size 563832976
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model.safetensors.index.json
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"lstrip": false,
|
223 |
+
"normalized": true,
|
224 |
+
"rstrip": false,
|
225 |
+
"single_word": false,
|
226 |
+
"special": false
|
227 |
+
},
|
228 |
+
"50284": {
|
229 |
+
"content": " ",
|
230 |
+
"lstrip": false,
|
231 |
+
"normalized": true,
|
232 |
+
"rstrip": false,
|
233 |
+
"single_word": false,
|
234 |
+
"special": false
|
235 |
+
},
|
236 |
+
"50285": {
|
237 |
+
"content": " ",
|
238 |
+
"lstrip": false,
|
239 |
+
"normalized": true,
|
240 |
+
"rstrip": false,
|
241 |
+
"single_word": false,
|
242 |
+
"special": false
|
243 |
+
},
|
244 |
+
"50286": {
|
245 |
+
"content": " ",
|
246 |
+
"lstrip": false,
|
247 |
+
"normalized": true,
|
248 |
+
"rstrip": false,
|
249 |
+
"single_word": false,
|
250 |
+
"special": false
|
251 |
+
},
|
252 |
+
"50287": {
|
253 |
+
"content": "\t\t\t\t\t\t\t\t\t",
|
254 |
+
"lstrip": false,
|
255 |
+
"normalized": true,
|
256 |
+
"rstrip": false,
|
257 |
+
"single_word": false,
|
258 |
+
"special": false
|
259 |
+
},
|
260 |
+
"50288": {
|
261 |
+
"content": "\t\t\t\t\t\t\t\t",
|
262 |
+
"lstrip": false,
|
263 |
+
"normalized": true,
|
264 |
+
"rstrip": false,
|
265 |
+
"single_word": false,
|
266 |
+
"special": false
|
267 |
+
},
|
268 |
+
"50289": {
|
269 |
+
"content": "\t\t\t\t\t\t\t",
|
270 |
+
"lstrip": false,
|
271 |
+
"normalized": true,
|
272 |
+
"rstrip": false,
|
273 |
+
"single_word": false,
|
274 |
+
"special": false
|
275 |
+
},
|
276 |
+
"50290": {
|
277 |
+
"content": "\t\t\t\t\t\t",
|
278 |
+
"lstrip": false,
|
279 |
+
"normalized": true,
|
280 |
+
"rstrip": false,
|
281 |
+
"single_word": false,
|
282 |
+
"special": false
|
283 |
+
},
|
284 |
+
"50291": {
|
285 |
+
"content": "\t\t\t\t\t",
|
286 |
+
"lstrip": false,
|
287 |
+
"normalized": true,
|
288 |
+
"rstrip": false,
|
289 |
+
"single_word": false,
|
290 |
+
"special": false
|
291 |
+
},
|
292 |
+
"50292": {
|
293 |
+
"content": "\t\t\t\t",
|
294 |
+
"lstrip": false,
|
295 |
+
"normalized": true,
|
296 |
+
"rstrip": false,
|
297 |
+
"single_word": false,
|
298 |
+
"special": false
|
299 |
+
},
|
300 |
+
"50293": {
|
301 |
+
"content": "\t\t\t",
|
302 |
+
"lstrip": false,
|
303 |
+
"normalized": true,
|
304 |
+
"rstrip": false,
|
305 |
+
"single_word": false,
|
306 |
+
"special": false
|
307 |
+
},
|
308 |
+
"50294": {
|
309 |
+
"content": "\t\t",
|
310 |
+
"lstrip": false,
|
311 |
+
"normalized": true,
|
312 |
+
"rstrip": false,
|
313 |
+
"single_word": false,
|
314 |
+
"special": false
|
315 |
+
}
|
316 |
+
},
|
317 |
+
"bos_token": "<|endoftext|>",
|
318 |
+
"clean_up_tokenization_spaces": true,
|
319 |
+
"eos_token": "<|endoftext|>",
|
320 |
+
"model_max_length": 2048,
|
321 |
+
"tokenizer_class": "CodeGenTokenizer",
|
322 |
+
"unk_token": "<|endoftext|>"
|
323 |
+
}
|
vocab.json
ADDED
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|