Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- README.md +46 -0
- added_tokens.json +12 -0
- config.json +138 -0
- merges.txt +0 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +201 -0
- special_tokens_map.json +30 -0
- tokenizer.json +3 -0
- tokenizer_config.json +116 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,46 @@
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| 1 |
+
---
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| 2 |
+
language:
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- en
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| 4 |
+
library_name: mlx
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| 5 |
+
license: mit
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| 6 |
+
license_link: https://huggingface.co/microsoft/Phi-4-mini-instruct-reasoning/resolve/main/LICENSE
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| 7 |
+
pipeline_tag: text-generation
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| 8 |
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tags:
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+
- nlp
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| 10 |
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- math
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| 11 |
+
- code
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+
- mlx
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widget:
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| 14 |
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- messages:
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| 15 |
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- role: user
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| 16 |
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content: How to solve 3*x^2+4*x+5=1?
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base_model: microsoft/Phi-4-mini-reasoning
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| 18 |
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---
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| 19 |
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# mlx-community/Phi-4-mini-reasoning-bf16
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| 21 |
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This model [mlx-community/Phi-4-mini-reasoning-bf16](https://huggingface.co/mlx-community/Phi-4-mini-reasoning-bf16) was
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| 23 |
+
converted to MLX format from [microsoft/Phi-4-mini-reasoning](https://huggingface.co/microsoft/Phi-4-mini-reasoning)
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| 24 |
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using mlx-lm version **0.24.0**.
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| 25 |
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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| 31 |
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```python
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| 33 |
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from mlx_lm import load, generate
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| 34 |
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model, tokenizer = load("mlx-community/Phi-4-mini-reasoning-bf16")
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| 37 |
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prompt = "hello"
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| 38 |
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| 39 |
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if tokenizer.chat_template is not None:
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| 40 |
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messages = [{"role": "user", "content": prompt}]
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| 41 |
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prompt = tokenizer.apply_chat_template(
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| 42 |
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messages, add_generation_prompt=True
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| 43 |
+
)
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| 44 |
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| 45 |
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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| 46 |
+
```
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added_tokens.json
ADDED
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{
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"<|/tool_call|>": 200026,
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| 3 |
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"<|/tool|>": 200024,
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| 4 |
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"<|assistant|>": 200019,
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| 5 |
+
"<|end|>": 200020,
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| 6 |
+
"<|system|>": 200022,
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| 7 |
+
"<|tag|>": 200028,
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| 8 |
+
"<|tool_call|>": 200025,
|
| 9 |
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"<|tool_response|>": 200027,
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| 10 |
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"<|tool|>": 200023,
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| 11 |
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"<|user|>": 200021
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| 12 |
+
}
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config.json
ADDED
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@@ -0,0 +1,138 @@
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{
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| 2 |
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"architectures": [
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| 3 |
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"Phi3ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 199999,
|
| 8 |
+
"embd_pdrop": 0.0,
|
| 9 |
+
"eos_token_id": 199999,
|
| 10 |
+
"full_attn_mod": 1,
|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 3072,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 8192,
|
| 15 |
+
"interpolate_factor": 1,
|
| 16 |
+
"lm_head_bias": false,
|
| 17 |
+
"max_position_embeddings": 131072,
|
| 18 |
+
"mlp_bias": false,
|
| 19 |
+
"model_type": "phi3",
|
| 20 |
+
"num_attention_heads": 24,
|
| 21 |
+
"num_hidden_layers": 32,
|
| 22 |
+
"num_key_value_heads": 8,
|
| 23 |
+
"original_max_position_embeddings": 4096,
|
| 24 |
+
"pad_token_id": 199999,
|
| 25 |
+
"partial_rotary_factor": 0.75,
|
| 26 |
+
"resid_pdrop": 0.0,
|
| 27 |
+
"rms_norm_eps": 1e-05,
|
| 28 |
+
"rope_scaling": {
|
| 29 |
+
"long_factor": [
|
| 30 |
+
1,
|
| 31 |
+
1.118320672,
|
| 32 |
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1.250641126,
|
| 33 |
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1.398617824,
|
| 34 |
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1.564103225,
|
| 35 |
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1.74916897,
|
| 36 |
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1.956131817,
|
| 37 |
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2.187582649,
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| 38 |
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2.446418898,
|
| 39 |
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2.735880826,
|
| 40 |
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3.059592084,
|
| 41 |
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3.421605075,
|
| 42 |
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3.826451687,
|
| 43 |
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4.279200023,
|
| 44 |
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4.785517845,
|
| 45 |
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5.351743533,
|
| 46 |
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5.984965424,
|
| 47 |
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6.693110555,
|
| 48 |
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7.485043894,
|
| 49 |
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|
| 50 |
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|
| 51 |
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|
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|
| 53 |
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|
| 54 |
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14.64173252,
|
| 55 |
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16.37415215,
|
| 56 |
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18.31155283,
|
| 57 |
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20.47818807,
|
| 58 |
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22.90118105,
|
| 59 |
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25.61086418,
|
| 60 |
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28.64115884,
|
| 61 |
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32.03,
|
| 62 |
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32.1,
|
| 63 |
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32.13,
|
| 64 |
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32.23,
|
| 65 |
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32.6,
|
| 66 |
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32.61,
|
| 67 |
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32.64,
|
| 68 |
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32.66,
|
| 69 |
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32.7,
|
| 70 |
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32.71,
|
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32.93,
|
| 72 |
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32.97,
|
| 73 |
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33.28,
|
| 74 |
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33.49,
|
| 75 |
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33.5,
|
| 76 |
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44.16,
|
| 77 |
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47.77
|
| 78 |
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],
|
| 79 |
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"short_factor": [
|
| 80 |
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1,
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| 81 |
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1.250641126,
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1.398617824,
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2.446418898,
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2.735880826,
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| 90 |
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3.059592084,
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8.370679318,
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| 102 |
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| 109 |
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25.61086418,
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28.64115884,
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| 111 |
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32.03,
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| 112 |
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32.1,
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| 113 |
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32.13,
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| 114 |
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32.23,
|
| 115 |
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32.6,
|
| 116 |
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32.61,
|
| 117 |
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32.64,
|
| 118 |
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32.66,
|
| 119 |
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32.71,
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32.93,
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| 122 |
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32.97,
|
| 123 |
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33.28,
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33.49,
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| 125 |
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33.5,
|
| 126 |
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44.16,
|
| 127 |
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47.77
|
| 128 |
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],
|
| 129 |
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"type": "longrope"
|
| 130 |
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},
|
| 131 |
+
"rope_theta": 10000.0,
|
| 132 |
+
"sliding_window": 262144,
|
| 133 |
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"tie_word_embeddings": true,
|
| 134 |
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"torch_dtype": "bfloat16",
|
| 135 |
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"transformers_version": "4.50.0",
|
| 136 |
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"use_cache": true,
|
| 137 |
+
"vocab_size": 200064
|
| 138 |
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}
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merges.txt
ADDED
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The diff for this file is too large to render.
See raw diff
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model-00001-of-00002.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:7bc459678e6112cabf4c1afadb6f910b4744ee967421c5c4f052f3bc04a28287
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| 3 |
+
size 5306316840
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model-00002-of-00002.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:d89a1453f80eebf83201c89a37b68b593ff02bbac4127e7120aef113b2d73a07
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| 3 |
+
size 2365749325
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model.safetensors.index.json
ADDED
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| 179 |
+
"model.layers.6.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
|
| 180 |
+
"model.layers.6.self_attn.qkv_proj.weight": "model-00001-of-00002.safetensors",
|
| 181 |
+
"model.layers.7.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 182 |
+
"model.layers.7.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
|
| 183 |
+
"model.layers.7.mlp.gate_up_proj.weight": "model-00001-of-00002.safetensors",
|
| 184 |
+
"model.layers.7.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 185 |
+
"model.layers.7.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
|
| 186 |
+
"model.layers.7.self_attn.qkv_proj.weight": "model-00001-of-00002.safetensors",
|
| 187 |
+
"model.layers.8.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 188 |
+
"model.layers.8.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
|
| 189 |
+
"model.layers.8.mlp.gate_up_proj.weight": "model-00001-of-00002.safetensors",
|
| 190 |
+
"model.layers.8.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 191 |
+
"model.layers.8.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
|
| 192 |
+
"model.layers.8.self_attn.qkv_proj.weight": "model-00001-of-00002.safetensors",
|
| 193 |
+
"model.layers.9.input_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 194 |
+
"model.layers.9.mlp.down_proj.weight": "model-00001-of-00002.safetensors",
|
| 195 |
+
"model.layers.9.mlp.gate_up_proj.weight": "model-00001-of-00002.safetensors",
|
| 196 |
+
"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
|
| 197 |
+
"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00002.safetensors",
|
| 198 |
+
"model.layers.9.self_attn.qkv_proj.weight": "model-00001-of-00002.safetensors",
|
| 199 |
+
"model.norm.weight": "model-00002-of-00002.safetensors"
|
| 200 |
+
}
|
| 201 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,30 @@
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|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<|endoftext|>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<|endoftext|>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": {
|
| 17 |
+
"content": "<|endoftext|>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
},
|
| 23 |
+
"unk_token": {
|
| 24 |
+
"content": "<|endoftext|>",
|
| 25 |
+
"lstrip": false,
|
| 26 |
+
"normalized": false,
|
| 27 |
+
"rstrip": false,
|
| 28 |
+
"single_word": false
|
| 29 |
+
}
|
| 30 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f08ed885956f70d877a4d9078ec9e3119d8b68a8d579003e230be18cad66911c
|
| 3 |
+
size 15524194
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,116 @@
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|
|
|
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|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"add_prefix_space": false,
|
| 5 |
+
"added_tokens_decoder": {
|
| 6 |
+
"199999": {
|
| 7 |
+
"content": "<|endoftext|>",
|
| 8 |
+
"lstrip": false,
|
| 9 |
+
"normalized": false,
|
| 10 |
+
"rstrip": false,
|
| 11 |
+
"single_word": false,
|
| 12 |
+
"special": true
|
| 13 |
+
},
|
| 14 |
+
"200018": {
|
| 15 |
+
"content": "<|endofprompt|>",
|
| 16 |
+
"lstrip": false,
|
| 17 |
+
"normalized": false,
|
| 18 |
+
"rstrip": false,
|
| 19 |
+
"single_word": false,
|
| 20 |
+
"special": true
|
| 21 |
+
},
|
| 22 |
+
"200019": {
|
| 23 |
+
"content": "<|assistant|>",
|
| 24 |
+
"lstrip": false,
|
| 25 |
+
"normalized": false,
|
| 26 |
+
"rstrip": true,
|
| 27 |
+
"single_word": false,
|
| 28 |
+
"special": true
|
| 29 |
+
},
|
| 30 |
+
"200020": {
|
| 31 |
+
"content": "<|end|>",
|
| 32 |
+
"lstrip": false,
|
| 33 |
+
"normalized": false,
|
| 34 |
+
"rstrip": true,
|
| 35 |
+
"single_word": false,
|
| 36 |
+
"special": true
|
| 37 |
+
},
|
| 38 |
+
"200021": {
|
| 39 |
+
"content": "<|user|>",
|
| 40 |
+
"lstrip": false,
|
| 41 |
+
"normalized": false,
|
| 42 |
+
"rstrip": true,
|
| 43 |
+
"single_word": false,
|
| 44 |
+
"special": true
|
| 45 |
+
},
|
| 46 |
+
"200022": {
|
| 47 |
+
"content": "<|system|>",
|
| 48 |
+
"lstrip": false,
|
| 49 |
+
"normalized": false,
|
| 50 |
+
"rstrip": true,
|
| 51 |
+
"single_word": false,
|
| 52 |
+
"special": true
|
| 53 |
+
},
|
| 54 |
+
"200023": {
|
| 55 |
+
"content": "<|tool|>",
|
| 56 |
+
"lstrip": false,
|
| 57 |
+
"normalized": false,
|
| 58 |
+
"rstrip": true,
|
| 59 |
+
"single_word": false,
|
| 60 |
+
"special": false
|
| 61 |
+
},
|
| 62 |
+
"200024": {
|
| 63 |
+
"content": "<|/tool|>",
|
| 64 |
+
"lstrip": false,
|
| 65 |
+
"normalized": false,
|
| 66 |
+
"rstrip": true,
|
| 67 |
+
"single_word": false,
|
| 68 |
+
"special": false
|
| 69 |
+
},
|
| 70 |
+
"200025": {
|
| 71 |
+
"content": "<|tool_call|>",
|
| 72 |
+
"lstrip": false,
|
| 73 |
+
"normalized": false,
|
| 74 |
+
"rstrip": true,
|
| 75 |
+
"single_word": false,
|
| 76 |
+
"special": false
|
| 77 |
+
},
|
| 78 |
+
"200026": {
|
| 79 |
+
"content": "<|/tool_call|>",
|
| 80 |
+
"lstrip": false,
|
| 81 |
+
"normalized": false,
|
| 82 |
+
"rstrip": true,
|
| 83 |
+
"single_word": false,
|
| 84 |
+
"special": false
|
| 85 |
+
},
|
| 86 |
+
"200027": {
|
| 87 |
+
"content": "<|tool_response|>",
|
| 88 |
+
"lstrip": false,
|
| 89 |
+
"normalized": false,
|
| 90 |
+
"rstrip": true,
|
| 91 |
+
"single_word": false,
|
| 92 |
+
"special": false
|
| 93 |
+
},
|
| 94 |
+
"200028": {
|
| 95 |
+
"content": "<|tag|>",
|
| 96 |
+
"lstrip": false,
|
| 97 |
+
"normalized": false,
|
| 98 |
+
"rstrip": true,
|
| 99 |
+
"single_word": false,
|
| 100 |
+
"special": true
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"bos_token": "<|endoftext|>",
|
| 104 |
+
"chat_template": "{{ '<|system|>Your name is Phi, an AI math expert developed by Microsoft.' }}{% for message in messages %}{% if message['role'] == 'system' %} {{ message['content'] }}{% if 'tools' in message and message['tools'] is not none %}{{ '<|tool|>' + message['tools'] + '<|/tool|>' }}{% endif %}{% endif %}{% endfor %}{{ '<|end|>' }}{% for message in messages %}{% if message['role'] != 'system' %}{{ '<|' + message['role'] + '|>' + message['content'] + '<|end|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>' }}{% else %}{{ eos_token }}{% endif %}",
|
| 105 |
+
"clean_up_tokenization_spaces": false,
|
| 106 |
+
"eos_token": "<|endoftext|>",
|
| 107 |
+
"extra_special_tokens": {},
|
| 108 |
+
"max_length": 1024,
|
| 109 |
+
"model_max_length": 131072,
|
| 110 |
+
"pad_token": "<|endoftext|>",
|
| 111 |
+
"stride": 0,
|
| 112 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 113 |
+
"truncation_side": "right",
|
| 114 |
+
"truncation_strategy": "longest_first",
|
| 115 |
+
"unk_token": "<|endoftext|>"
|
| 116 |
+
}
|
vocab.json
ADDED
|
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|
|
|