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Browse files- README.md +27 -0
- config.json +84 -0
- special_tokens_map.json +34 -0
- tokenizer.json +0 -0
- tokenizer_config.json +62 -0
- weights.00.safetensors +3 -0
README.md
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---
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language:
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- en
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license: apache-2.0
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library_name: transformers
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tags:
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- tenyx-fine-tuning
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- dpo
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- tenyxchat
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- mlx
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---
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# mlx-community/TenyxChat-7B-v1-4bit-mlx
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This model was converted to MLX format from [`tenyx/TenyxChat-7B-v1`]().
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Refer to the [original model card](https://huggingface.co/tenyx/TenyxChat-7B-v1) for more details on the model.
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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/TenyxChat-7B-v1-4bit-mlx")
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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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"vocab_size": 32002,
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"max_position_embeddings": 8192,
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"hidden_size": 4096,
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"intermediate_size": 14336,
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"num_hidden_layers": 32,
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"num_attention_heads": 32,
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"sliding_window": 4096,
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"num_key_value_heads": 8,
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"hidden_act": "silu",
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"initializer_range": 0.02,
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"rms_norm_eps": 1e-05,
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"use_cache": true,
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"rope_theta": 10000.0,
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"attention_dropout": 0.0,
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"return_dict": true,
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"output_hidden_states": false,
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"output_attentions": false,
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"torchscript": false,
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"torch_dtype": "bfloat16",
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"use_bfloat16": false,
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"tf_legacy_loss": false,
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"pruned_heads": {},
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"tie_word_embeddings": false,
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"is_encoder_decoder": false,
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"is_decoder": false,
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"cross_attention_hidden_size": null,
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"add_cross_attention": false,
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"tie_encoder_decoder": false,
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"max_length": 20,
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"min_length": 0,
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"do_sample": false,
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"early_stopping": false,
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"num_beams": 1,
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"num_beam_groups": 1,
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"diversity_penalty": 0.0,
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"temperature": 1.0,
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"top_k": 50,
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"top_p": 1.0,
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"typical_p": 1.0,
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"repetition_penalty": 1.0,
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"length_penalty": 1.0,
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"no_repeat_ngram_size": 0,
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"encoder_no_repeat_ngram_size": 0,
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"bad_words_ids": null,
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"num_return_sequences": 1,
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"chunk_size_feed_forward": 0,
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"output_scores": false,
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"return_dict_in_generate": false,
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"forced_bos_token_id": null,
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"forced_eos_token_id": null,
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"remove_invalid_values": false,
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"exponential_decay_length_penalty": null,
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"suppress_tokens": null,
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"begin_suppress_tokens": null,
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"architectures": [
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"MistralForCausalLM"
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],
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"finetuning_task": null,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1"
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},
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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"tokenizer_class": null,
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"prefix": null,
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"bos_token_id": 1,
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"pad_token_id": null,
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"eos_token_id": 32000,
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"sep_token_id": null,
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"decoder_start_token_id": null,
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"task_specific_params": null,
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"problem_type": null,
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"_name_or_path": "/Users/def_init_/.cache/huggingface/hub/models--tenyx--TenyxChat-7B-v1/snapshots/a60dc89c8eb1ceec9af3d54f9f50e5b1fc53d394",
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"transformers_version": "4.36.2",
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"model_type": "mistral",
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"quantization": {
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"group_size": 64,
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"bits": 4
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}
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}
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|end_of_turn|>",
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"<|pad_0|>"
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],
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"bos_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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"eos_token": {
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"content": "<|end_of_turn|>",
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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": "<|end_of_turn|>",
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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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"unk_token": {
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"content": "<unk>",
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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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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_bos_token": true,
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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": "<unk>",
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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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"special": true
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},
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"1": {
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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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"special": true
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},
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"2": {
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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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"special": true
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},
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"32000": {
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"content": "<|end_of_turn|>",
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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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"special": true
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},
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"32001": {
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"content": "<|pad_0|>",
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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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"special": true
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}
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},
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"additional_special_tokens": [
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"<|end_of_turn|>",
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"<|pad_0|>"
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],
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"bos_token": "<s>",
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"chat_template": "{{ bos_token }} {% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ 'User:' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ 'System:' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ 'Assistant:' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ 'Assistant:' }}{% endif %}\n{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|end_of_turn|>",
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"legacy": true,
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"model_max_length": 2048,
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"pad_token": "<|end_of_turn|>",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": true
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}
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weights.00.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2f3f7d0cdd4bf10863e2490ffee351acb3491fdcbbfda2a9c6047890aa8a394b
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size 4450805719
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