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  1. README.md +30 -0
  2. config.json +80 -0
  3. special_tokens_map.json +23 -0
  4. tokenizer.json +0 -0
  5. tokenizer_config.json +61 -0
README.md ADDED
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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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+ tags:
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+ - mistral
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+ - instruct
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+ - finetune
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+ - chatml
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+ - gpt4
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+ - synthetic data
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+ - distillation
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+ - dpo
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+ - rlhf
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+ - mlx
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+ datasets:
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+ - mlabonne/chatml_dpo_pairs
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+ base_model: teknium/OpenHermes-2.5-Mistral-7B
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+ ---
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+
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+ # NeuralHermes-2.5-Mistral-7B-mlx
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+ This model was converted to MLX format from [`mlabonne/NeuralHermes-2.5-Mistral-7B`]().
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+ Refer to the [original model card](https://huggingface.co/mlabonne/NeuralHermes-2.5-Mistral-7B) 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
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+ git clone https://github.com/ml-explore/mlx-examples.git
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+ cd mlx-examples/llms/hf_llm
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+ python generate.py --model mlx-community/NeuralHermes-2.5-Mistral-7B-mlx --prompt "My name is"
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+ ```
config.json ADDED
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+ {
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+ "vocab_size": 32002,
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+ "max_position_embeddings": 32768,
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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": false,
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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": "float16",
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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": "mlabonne/NeuralHermes-2.5-Mistral-7B",
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+ "transformers_version": "4.36.2",
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+ "model_type": "mistral"
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+ }
special_tokens_map.json ADDED
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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": "<|im_end|>",
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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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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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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": "<|im_end|>",
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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": "<|im_start|>",
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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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+ "bos_token": "<s>",
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+ "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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+ "clean_up_tokenization_spaces": false,
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+ "eos_token": "<|im_end|>",
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+ "legacy": true,
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": null,
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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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+ "trust_remote_code": false,
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+ "unk_token": "<unk>",
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+ "use_default_system_prompt": true,
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+ "use_fast": true
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+ }