Upload 16 files
Browse files- README.md +22 -0
- config.json +26 -0
- merges.txt +0 -0
- model-00001-of-00008.safetensors +3 -0
- model-00002-of-00008.safetensors +3 -0
- model-00003-of-00008.safetensors +3 -0
- model-00004-of-00008.safetensors +3 -0
- model-00005-of-00008.safetensors +3 -0
- model-00006-of-00008.safetensors +3 -0
- model-00007-of-00008.safetensors +3 -0
- model-00008-of-00008.safetensors +3 -0
- model.safetensors.index.json +406 -0
- special_tokens_map.json +46 -0
- tokenizer.json +0 -0
- tokenizer_config.json +203 -0
- vocab.json +0 -0
README.md
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---
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license: apache-2.0
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tags:
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- mlx
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---
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# mlx-community/reka-flash-3-mlx-8bit
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The Model [mlx-community/reka-flash-3-mlx-8bit](https://huggingface.co/mlx-community/reka-flash-3-mlx-8bit) was converted to MLX format from [RekaAI/reka-flash-3](https://huggingface.co/RekaAI/reka-flash-3) using mlx-lm version **0.18.1**.
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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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```python
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from mlx_lm import load, generate
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model, tokenizer = load("mlx-community/reka-flash-3-mlx-8bit")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 100257,
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"eos_token_id": 100257,
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"hidden_act": "silu",
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"hidden_size": 6144,
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"initializer_range": 0.006,
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"intermediate_size": 19648,
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"max_position_embeddings": 32768,
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"model_type": "llama",
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"num_attention_heads": 64,
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"num_hidden_layers": 44,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 8000000,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"use_cache": true,
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"vocab_size": 100352
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}
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merges.txt
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model-00001-of-00008.safetensors
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model-00002-of-00008.safetensors
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model.safetensors.index.json
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{
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"metadata": {
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"total_size": 41810964480
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"model.layers.8.mlp.down_proj.weight": "model-00002-of-00008.safetensors",
|
| 388 |
+
"model.layers.8.mlp.gate_proj.weight": "model-00002-of-00008.safetensors",
|
| 389 |
+
"model.layers.8.mlp.up_proj.weight": "model-00002-of-00008.safetensors",
|
| 390 |
+
"model.layers.8.post_attention_layernorm.weight": "model-00002-of-00008.safetensors",
|
| 391 |
+
"model.layers.8.self_attn.k_proj.weight": "model-00002-of-00008.safetensors",
|
| 392 |
+
"model.layers.8.self_attn.o_proj.weight": "model-00002-of-00008.safetensors",
|
| 393 |
+
"model.layers.8.self_attn.q_proj.weight": "model-00002-of-00008.safetensors",
|
| 394 |
+
"model.layers.8.self_attn.v_proj.weight": "model-00002-of-00008.safetensors",
|
| 395 |
+
"model.layers.9.input_layernorm.weight": "model-00002-of-00008.safetensors",
|
| 396 |
+
"model.layers.9.mlp.down_proj.weight": "model-00002-of-00008.safetensors",
|
| 397 |
+
"model.layers.9.mlp.gate_proj.weight": "model-00002-of-00008.safetensors",
|
| 398 |
+
"model.layers.9.mlp.up_proj.weight": "model-00002-of-00008.safetensors",
|
| 399 |
+
"model.layers.9.post_attention_layernorm.weight": "model-00002-of-00008.safetensors",
|
| 400 |
+
"model.layers.9.self_attn.k_proj.weight": "model-00002-of-00008.safetensors",
|
| 401 |
+
"model.layers.9.self_attn.o_proj.weight": "model-00002-of-00008.safetensors",
|
| 402 |
+
"model.layers.9.self_attn.q_proj.weight": "model-00002-of-00008.safetensors",
|
| 403 |
+
"model.layers.9.self_attn.v_proj.weight": "model-00002-of-00008.safetensors",
|
| 404 |
+
"model.norm.weight": "model-00008-of-00008.safetensors"
|
| 405 |
+
}
|
| 406 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|endoftext|>",
|
| 4 |
+
"<|fim_prefix|>",
|
| 5 |
+
"<|fim_middle|>",
|
| 6 |
+
"<|fim_suffix|>",
|
| 7 |
+
"<|endofprompt|>",
|
| 8 |
+
"<|_unuse_missing_100256|>",
|
| 9 |
+
"<|_unuse_missing_100261|>",
|
| 10 |
+
"<|_unuse_missing_100262|>",
|
| 11 |
+
"<|_unuse_missing_100263|>",
|
| 12 |
+
"<|_unuse_missing_100264|>",
|
| 13 |
+
"<|_unuse_missing_100265|>",
|
| 14 |
+
"<|_unuse_missing_100266|>",
|
| 15 |
+
"<|_unuse_missing_100267|>",
|
| 16 |
+
"<|_unuse_missing_100268|>",
|
| 17 |
+
"<|_unuse_missing_100269|>",
|
| 18 |
+
"<|_unuse_missing_100270|>",
|
| 19 |
+
"<|_unuse_missing_100271|>",
|
| 20 |
+
"<|_unuse_missing_100272|>",
|
| 21 |
+
"<|_unuse_missing_100273|>",
|
| 22 |
+
"<|_unuse_missing_100274|>",
|
| 23 |
+
"<|_unuse_missing_100275|>"
|
| 24 |
+
],
|
| 25 |
+
"bos_token": {
|
| 26 |
+
"content": "<|endoftext|>",
|
| 27 |
+
"lstrip": false,
|
| 28 |
+
"normalized": false,
|
| 29 |
+
"rstrip": false,
|
| 30 |
+
"single_word": false
|
| 31 |
+
},
|
| 32 |
+
"eos_token": {
|
| 33 |
+
"content": "<|endoftext|>",
|
| 34 |
+
"lstrip": false,
|
| 35 |
+
"normalized": false,
|
| 36 |
+
"rstrip": false,
|
| 37 |
+
"single_word": false
|
| 38 |
+
},
|
| 39 |
+
"unk_token": {
|
| 40 |
+
"content": "<|endoftext|>",
|
| 41 |
+
"lstrip": false,
|
| 42 |
+
"normalized": false,
|
| 43 |
+
"rstrip": false,
|
| 44 |
+
"single_word": false
|
| 45 |
+
}
|
| 46 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,203 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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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|
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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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|
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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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|
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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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|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"100256": {
|
| 5 |
+
"content": "<|_unuse_missing_100256|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"100257": {
|
| 13 |
+
"content": "<|endoftext|>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"100258": {
|
| 21 |
+
"content": "<|fim_prefix|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"100259": {
|
| 29 |
+
"content": "<|fim_middle|>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"100260": {
|
| 37 |
+
"content": "<|fim_suffix|>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"100261": {
|
| 45 |
+
"content": "<|_unuse_missing_100261|>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"100262": {
|
| 53 |
+
"content": "<|_unuse_missing_100262|>",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"100263": {
|
| 61 |
+
"content": "<|_unuse_missing_100263|>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"100264": {
|
| 69 |
+
"content": "<|_unuse_missing_100264|>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"100265": {
|
| 77 |
+
"content": "<|_unuse_missing_100265|>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"100266": {
|
| 85 |
+
"content": "<|_unuse_missing_100266|>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"100267": {
|
| 93 |
+
"content": "<|_unuse_missing_100267|>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"100268": {
|
| 101 |
+
"content": "<|_unuse_missing_100268|>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": true
|
| 107 |
+
},
|
| 108 |
+
"100269": {
|
| 109 |
+
"content": "<|_unuse_missing_100269|>",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": false,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": true
|
| 115 |
+
},
|
| 116 |
+
"100270": {
|
| 117 |
+
"content": "<|_unuse_missing_100270|>",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": false,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": true
|
| 123 |
+
},
|
| 124 |
+
"100271": {
|
| 125 |
+
"content": "<|_unuse_missing_100271|>",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": false,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": true
|
| 131 |
+
},
|
| 132 |
+
"100272": {
|
| 133 |
+
"content": "<|_unuse_missing_100272|>",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": true
|
| 139 |
+
},
|
| 140 |
+
"100273": {
|
| 141 |
+
"content": "<|_unuse_missing_100273|>",
|
| 142 |
+
"lstrip": false,
|
| 143 |
+
"normalized": false,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": true
|
| 147 |
+
},
|
| 148 |
+
"100274": {
|
| 149 |
+
"content": "<|_unuse_missing_100274|>",
|
| 150 |
+
"lstrip": false,
|
| 151 |
+
"normalized": false,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": true
|
| 155 |
+
},
|
| 156 |
+
"100275": {
|
| 157 |
+
"content": "<|_unuse_missing_100275|>",
|
| 158 |
+
"lstrip": false,
|
| 159 |
+
"normalized": false,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": true
|
| 163 |
+
},
|
| 164 |
+
"100276": {
|
| 165 |
+
"content": "<|endofprompt|>",
|
| 166 |
+
"lstrip": false,
|
| 167 |
+
"normalized": false,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": true
|
| 171 |
+
}
|
| 172 |
+
},
|
| 173 |
+
"additional_special_tokens": [
|
| 174 |
+
"<|endoftext|>",
|
| 175 |
+
"<|fim_prefix|>",
|
| 176 |
+
"<|fim_middle|>",
|
| 177 |
+
"<|fim_suffix|>",
|
| 178 |
+
"<|endofprompt|>",
|
| 179 |
+
"<|_unuse_missing_100256|>",
|
| 180 |
+
"<|_unuse_missing_100261|>",
|
| 181 |
+
"<|_unuse_missing_100262|>",
|
| 182 |
+
"<|_unuse_missing_100263|>",
|
| 183 |
+
"<|_unuse_missing_100264|>",
|
| 184 |
+
"<|_unuse_missing_100265|>",
|
| 185 |
+
"<|_unuse_missing_100266|>",
|
| 186 |
+
"<|_unuse_missing_100267|>",
|
| 187 |
+
"<|_unuse_missing_100268|>",
|
| 188 |
+
"<|_unuse_missing_100269|>",
|
| 189 |
+
"<|_unuse_missing_100270|>",
|
| 190 |
+
"<|_unuse_missing_100271|>",
|
| 191 |
+
"<|_unuse_missing_100272|>",
|
| 192 |
+
"<|_unuse_missing_100273|>",
|
| 193 |
+
"<|_unuse_missing_100274|>",
|
| 194 |
+
"<|_unuse_missing_100275|>"
|
| 195 |
+
],
|
| 196 |
+
"bos_token": "<|endoftext|>",
|
| 197 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{% set merged_content = messages[0]['content'] + ' ' + messages[1]['content'] %}{% set merged_messages = [{'role': messages[1]['role'], 'content': merged_content}] + messages[2:] %}{% else %}{% set merged_messages = messages %}{% endif %}{% for message in merged_messages %}{{('human' if message['role'] == 'user' else message['role']) + ': ' + (message['content'].split('<reasoning>')|first + message['content'].split('</reasoning>')|last if message['role'] == 'assistant' and '</reasoning>' in message['content'] else message['content'])}}{% if (loop.last and add_generation_prompt and merged_messages[-1]['role'] != 'assistant') or not loop.last %}{{ ' <sep> ' }}{% endif %}{% endfor %}{% if add_generation_prompt and merged_messages[-1]['role'] != 'assistant' %}{{ 'assistant:' }}{% endif %}",
|
| 198 |
+
"clean_up_tokenization_spaces": true,
|
| 199 |
+
"eos_token": "<|endoftext|>",
|
| 200 |
+
"model_max_length": 32768,
|
| 201 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 202 |
+
"unk_token": "<|endoftext|>"
|
| 203 |
+
}
|
vocab.json
ADDED
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