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Browse files- README.md +26 -3
- config.json +15 -29
- mergekit_config.yml +1 -1
- model-00001-of-00003.safetensors +2 -2
- model-00002-of-00003.safetensors +2 -2
- model.safetensors.index.json +1 -1
- special_tokens_map.json +3 -7
- tokenizer.json +2 -2
- tokenizer.model +2 -2
- tokenizer_config.json +11 -39
README.md
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@@ -17,15 +17,38 @@ Gemma-TinyLLama-Passthrough is a merge of the following models using [mergekit](
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## 🧩 Configuration
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\```yaml
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-
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slices:
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- sources:
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- model: unsloth/gemma-2b-bnb-4bit
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layer_range: [0, 16]
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- sources:
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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layer_range: [
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merge_method: passthrough
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dtype: bfloat16
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\```
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## 🧩 Configuration
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\```yaml
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# models:
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# - model: unsloth/gemma-7b-bnb-4bit
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# layer_range: [0, 32]
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# # no parameters necessary for base model
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# - model: mistralai/Mistral-7B-v0.1
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# layer_range: [24, 32]
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# merge_method: passthrough
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# # base_model: unsloth/gemma-7b-bnb-4bit
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# parameters:
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# normalize: true
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# int8_mask: true
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# dtype: float16
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slices:
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- sources:
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- model: unsloth/gemma-2b-bnb-4bit
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layer_range: [0, 16]
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- sources:
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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layer_range: [0, 22]
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merge_method: passthrough
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dtype: bfloat16
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# models:
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# - model: unsloth/gemma-2b-bnb-4bit
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# parameters:
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# density: 0.53
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# weight: 0.45
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# - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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# parameters:
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# weight: 0.5
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# merge_method: ties
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# base_model: unsloth/gemma-2b-bnb-4bit
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# parameters:
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# int8_mask: true
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# dtype: bfloat16
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\```
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config.json
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{
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"_name_or_path": "
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"architectures": [
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"
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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":
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"eos_token_id":
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"
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"hidden_act": "gelu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size":
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"max_position_embeddings":
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"model_type": "
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"num_attention_heads":
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"num_hidden_layers":
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"num_key_value_heads":
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"
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"
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"_load_in_4bit": true,
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"_load_in_8bit": false,
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"bnb_4bit_compute_dtype": "bfloat16",
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"bnb_4bit_quant_type": "nf4",
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"bnb_4bit_use_double_quant": true,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
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"llm_int8_threshold": 6.0,
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"load_in_4bit": true,
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"load_in_8bit": false,
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"quant_method": "bitsandbytes"
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},
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.2",
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"use_cache": true,
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"vocab_size":
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}
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{
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"_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
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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": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 5632,
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 38,
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"num_key_value_heads": 4,
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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": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.38.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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mergekit_config.yml
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layer_range: [0, 16]
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- sources:
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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layer_range: [
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merge_method: passthrough
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dtype: bfloat16
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# models:
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layer_range: [0, 16]
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- sources:
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- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
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layer_range: [0, 22]
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merge_method: passthrough
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dtype: bfloat16
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# models:
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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
CHANGED
@@ -1,24 +1,20 @@
|
|
1 |
{
|
2 |
-
"additional_special_tokens": [
|
3 |
-
"<start_of_turn>",
|
4 |
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"<end_of_turn>"
|
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tokenizer.json
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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size 1842767
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tokenizer.model
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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size 499723
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tokenizer_config.json
CHANGED
@@ -3,7 +3,7 @@
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"add_eos_token": false,
|
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"added_tokens_decoder": {
|
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"0": {
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"content": "<
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|
@@ -11,7 +11,7 @@
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"special": true
|
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"1": {
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"content": "<
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|
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"rstrip": false,
|
@@ -19,31 +19,7 @@
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"special": true
|
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},
|
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"2": {
|
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"content": "
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"special": true
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"3": {
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"106": {
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"content": "<start_of_turn>",
|
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"content": "<end_of_turn>",
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|
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"rstrip": false,
|
@@ -51,20 +27,16 @@
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|
51 |
"special": true
|
52 |
}
|
53 |
},
|
54 |
-
"
|
55 |
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|
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"<end_of_turn>"
|
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|
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"bos_token": "<bos>",
|
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|
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"clean_up_tokenization_spaces": false,
|
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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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"special": true
|
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}
|
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},
|
30 |
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"bos_token": "<s>",
|
31 |
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"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
|
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|
32 |
"clean_up_tokenization_spaces": false,
|
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"eos_token": "</s>",
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|
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"pad_token": "</s>",
|
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"padding_side": "right",
|
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"sp_model_kwargs": {},
|
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"tokenizer_class": "LlamaTokenizer",
|
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|
40 |
"unk_token": "<unk>",
|
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|
42 |
}
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