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Browse files- README.md +88 -3
- config.json +26 -0
- mergekit_config.yml +59 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +35 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +49 -0
README.md
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---
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---
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base_model: []
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# final_merge
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670 as a base.
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### Models Merged
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The following models were included in the merge:
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* /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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* /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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base_model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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dtype: bfloat16
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merge_method: task_arithmetic
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parameters:
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int8_mask: 1.0
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normalize: 0.0
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slices:
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- sources:
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.6116678110210994
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: -0.24959657782037278
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: 0.540324494683666
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- sources:
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.3293682339424332
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: -0.023694567670847724
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: -0.1930115458123503
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- sources:
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.27340593188424295
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: 0.08277665681111157
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: -0.04650853736971121
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- sources:
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.22175238436196998
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: 0.3692597806977656
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: 0.5617035813353589
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```
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config.json
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{
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"_name_or_path": "/content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.40.2",
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"use_cache": false,
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"vocab_size": 32000
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}
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mergekit_config.yml
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base_model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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dtype: bfloat16
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merge_method: task_arithmetic
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parameters:
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int8_mask: 1.0
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normalize: 0.0
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slices:
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- sources:
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.6116678110210994
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: -0.24959657782037278
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- layer_range: [0, 8]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: 0.540324494683666
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- sources:
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.3293682339424332
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: -0.023694567670847724
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- layer_range: [8, 16]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: -0.1930115458123503
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- sources:
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.27340593188424295
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: 0.08277665681111157
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- layer_range: [16, 24]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: -0.04650853736971121
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- sources:
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/NeuralBeagle14-7B_2368216670
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parameters:
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weight: 0.22175238436196998
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/Starling-LM-7B-beta_581094980
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parameters:
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weight: 0.3692597806977656
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- layer_range: [24, 32]
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model: /content/evol_merge_storage/input_models/Mistral-7B-v0.1-flashback-v2-instruct_3664132380
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parameters:
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weight: 0.5617035813353589
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model-00001-of-00003.safetensors
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model.safetensors.index.json
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special_tokens_map.json
ADDED
@@ -0,0 +1,35 @@
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+
{
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+
"additional_special_tokens": [
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"<unk>",
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+
"<s>",
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5 |
+
"</s>"
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6 |
+
],
|
7 |
+
"bos_token": {
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8 |
+
"content": "<s>",
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9 |
+
"lstrip": false,
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10 |
+
"normalized": false,
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11 |
+
"rstrip": false,
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12 |
+
"single_word": false
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+
},
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+
"eos_token": {
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+
"content": "</s>",
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+
"lstrip": false,
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+
"normalized": false,
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+
"rstrip": false,
|
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+
"single_word": false
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+
},
|
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+
"pad_token": {
|
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+
"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false
|
27 |
+
},
|
28 |
+
"unk_token": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": false,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false
|
34 |
+
}
|
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+
}
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tokenizer.json
ADDED
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tokenizer.model
ADDED
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+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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3 |
+
size 493443
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tokenizer_config.json
ADDED
@@ -0,0 +1,49 @@
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+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"0": {
|
6 |
+
"content": "<unk>",
|
7 |
+
"lstrip": false,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false,
|
11 |
+
"special": true
|
12 |
+
},
|
13 |
+
"1": {
|
14 |
+
"content": "<s>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"2": {
|
22 |
+
"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"additional_special_tokens": [
|
31 |
+
"<unk>",
|
32 |
+
"<s>",
|
33 |
+
"</s>"
|
34 |
+
],
|
35 |
+
"bos_token": "<s>",
|
36 |
+
"chat_template": "{% for message in messages %}{{bos_token + message['role'] + '\n' + message['content'] + eos_token + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ bos_token + 'assistant\n' }}{% endif %}",
|
37 |
+
"clean_up_tokenization_spaces": false,
|
38 |
+
"eos_token": "</s>",
|
39 |
+
"legacy": true,
|
40 |
+
"model_max_length": 8192,
|
41 |
+
"pad_token": "</s>",
|
42 |
+
"padding_side": "left",
|
43 |
+
"sp_model_kwargs": {},
|
44 |
+
"spaces_between_special_tokens": false,
|
45 |
+
"split_special_tokens": false,
|
46 |
+
"tokenizer_class": "LlamaTokenizer",
|
47 |
+
"unk_token": "<unk>",
|
48 |
+
"use_default_system_prompt": true
|
49 |
+
}
|