Upload folder using huggingface_hub
Browse files- README.md +21 -0
- config.json +85 -0
- model.safetensors +3 -0
- model.safetensors.index.json +1194 -0
- quant_strategy.json +2820 -0
- special_tokens_map.json +16 -0
- tokenizer.json +0 -0
- tokenizer_config.json +2062 -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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# GreenBitAI/Llama-3-8B-instruct-layer-mix-bpw-2.5-mlx
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This quantized low-bit model was converted to MLX format from [`GreenBitAI/Llama-3-8B-instruct-layer-mix-bpw-2.5`]().
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Refer to the [original model card](https://huggingface.co/GreenBitAI/Llama-3-8B-instruct-layer-mix-bpw-2.5) for more details on the model.
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## Use with mlx
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```bash
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pip install gbx-lm
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```
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```python
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from gbx_lm import load, generate
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model, tokenizer = load("GreenBitAI/Llama-3-8B-instruct-layer-mix-bpw-2.5-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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"add_cross_attention": false,
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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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| 8 |
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"bad_words_ids": null,
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| 9 |
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"begin_suppress_tokens": null,
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"bos_token_id": 128000,
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"chunk_size_feed_forward": 0,
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"cross_attention_hidden_size": null,
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"decoder_start_token_id": null,
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"diversity_penalty": 0.0,
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"do_sample": false,
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"early_stopping": false,
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"encoder_no_repeat_ngram_size": 0,
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| 18 |
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"eos_token_id": 128001,
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| 19 |
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"exponential_decay_length_penalty": null,
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| 20 |
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"finetuning_task": null,
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| 21 |
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"forced_bos_token_id": null,
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| 22 |
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"forced_eos_token_id": null,
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"hidden_act": "silu",
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| 24 |
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"hidden_size": 4096,
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| 25 |
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"id2label": {
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| 26 |
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"0": "LABEL_0",
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| 27 |
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"1": "LABEL_1"
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},
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| 29 |
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"initializer_range": 0.02,
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| 30 |
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"intermediate_size": 14336,
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| 31 |
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"is_decoder": false,
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| 32 |
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"is_encoder_decoder": false,
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| 33 |
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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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"length_penalty": 1.0,
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| 38 |
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"max_length": 20,
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| 39 |
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"max_position_embeddings": 8192,
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"min_length": 0,
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"model_type": "llama",
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| 42 |
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"no_repeat_ngram_size": 0,
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| 43 |
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"num_attention_heads": 32,
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| 44 |
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"num_beam_groups": 1,
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| 45 |
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"num_beams": 1,
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"num_hidden_layers": 32,
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| 47 |
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"num_key_value_heads": 8,
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"num_return_sequences": 1,
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"output_attentions": false,
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| 50 |
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"output_hidden_states": false,
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"output_scores": false,
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"pad_token_id": null,
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"prefix": null,
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"pretraining_tp": 1,
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"problem_type": null,
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"pruned_heads": {},
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"quantization": {
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"group_size": null,
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"bits": null
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},
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"remove_invalid_values": false,
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"repetition_penalty": 1.0,
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"return_dict": true,
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"return_dict_in_generate": false,
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"rms_norm_eps": 1e-05,
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| 66 |
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"rope_scaling": null,
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| 67 |
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"rope_theta": 500000.0,
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"sep_token_id": null,
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| 69 |
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"suppress_tokens": null,
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| 70 |
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"task_specific_params": null,
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"temperature": 1.0,
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| 72 |
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"tf_legacy_loss": false,
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"tie_encoder_decoder": false,
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"tie_word_embeddings": false,
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"tokenizer_class": null,
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"top_k": 50,
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"top_p": 1.0,
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"torch_dtype": "float16",
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"torchscript": false,
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"transformers_version": "4.39.3",
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"typical_p": 1.0,
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"use_bfloat16": false,
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"use_cache": true,
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"vocab_size": 128256
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a502c332366706d2a8514113bf3227271feff744486f92f1a69581f39618a05c
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size 4626592651
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model.safetensors.index.json
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| 1 |
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|
| 1194 |
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|
quant_strategy.json
ADDED
|
@@ -0,0 +1,2820 @@
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| 2571 |
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| 2572 |
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| 2573 |
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| 2574 |
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| 2575 |
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| 2576 |
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| 2577 |
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| 2583 |
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| 2705 |
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| 2720 |
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| 2723 |
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| 2725 |
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| 2726 |
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|
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| 2728 |
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| 2740 |
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| 2741 |
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| 2742 |
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| 2745 |
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| 2746 |
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| 2747 |
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| 2748 |
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| 2749 |
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| 2750 |
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| 2751 |
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| 2753 |
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|
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| 2759 |
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| 2760 |
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|
| 2761 |
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| 2762 |
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| 2763 |
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|
| 2764 |
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| 2765 |
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| 2766 |
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|
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| 2768 |
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|
| 2769 |
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|
| 2770 |
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|
| 2771 |
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|
| 2772 |
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|
| 2773 |
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| 2774 |
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| 2775 |
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|
| 2776 |
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|
| 2777 |
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| 2778 |
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|
| 2779 |
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| 2780 |
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| 2781 |
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| 2782 |
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| 2783 |
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| 2784 |
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| 2785 |
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| 2786 |
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| 2787 |
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|
| 2788 |
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| 2789 |
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|
| 2790 |
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|
| 2791 |
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| 2792 |
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|
| 2793 |
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| 2794 |
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| 2795 |
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| 2796 |
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|
| 2797 |
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| 2798 |
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|
| 2799 |
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4
|
| 2800 |
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|
| 2801 |
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| 2802 |
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|
| 2803 |
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| 2804 |
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|
| 2805 |
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|
| 2806 |
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|
| 2807 |
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| 2808 |
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"4": 128
|
| 2809 |
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|
| 2810 |
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"bits": [
|
| 2811 |
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4
|
| 2812 |
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],
|
| 2813 |
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"bits_prop": [
|
| 2814 |
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1
|
| 2815 |
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|
| 2816 |
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"scale_bits": 4
|
| 2817 |
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}
|
| 2818 |
+
}
|
| 2819 |
+
}
|
| 2820 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<|begin_of_text|>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<|end_of_text|>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
}
|
| 16 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,2062 @@
|
|
|
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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 |
+
"added_tokens_decoder": {
|
| 3 |
+
"128000": {
|
| 4 |
+
"content": "<|begin_of_text|>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"128001": {
|
| 12 |
+
"content": "<|end_of_text|>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"128002": {
|
| 20 |
+
"content": "<|reserved_special_token_0|>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"128003": {
|
| 28 |
+
"content": "<|reserved_special_token_1|>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"128004": {
|
| 36 |
+
"content": "<|reserved_special_token_2|>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"128005": {
|
| 44 |
+
"content": "<|reserved_special_token_3|>",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"128006": {
|
| 52 |
+
"content": "<|start_header_id|>",
|
| 53 |
+
"lstrip": false,
|
| 54 |
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|
| 1706 |
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|
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|
| 1708 |
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|
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| 1713 |
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|
| 1716 |
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"content": "<|reserved_special_token_209|>",
|
| 1717 |
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|
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|
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|
| 1721 |
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|
| 1724 |
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"content": "<|reserved_special_token_210|>",
|
| 1725 |
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|
| 1729 |
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| 1732 |
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"content": "<|reserved_special_token_211|>",
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| 1733 |
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|
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| 1736 |
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| 1737 |
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"content": "<|reserved_special_token_212|>",
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| 1745 |
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| 1748 |
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"content": "<|reserved_special_token_213|>",
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| 1749 |
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|
| 1753 |
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|
| 1756 |
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"content": "<|reserved_special_token_214|>",
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| 1757 |
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|
| 1761 |
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|
| 1764 |
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"content": "<|reserved_special_token_215|>",
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| 1769 |
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"content": "<|reserved_special_token_216|>",
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"content": "<|reserved_special_token_217|>",
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"content": "<|reserved_special_token_221|>",
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"special": true
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},
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| 1820 |
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"content": "<|reserved_special_token_222|>",
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"rstrip": false,
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| 1825 |
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"special": true
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| 1826 |
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},
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| 1828 |
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"content": "<|reserved_special_token_223|>",
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| 1829 |
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| 1833 |
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"special": true
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| 1834 |
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},
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| 1835 |
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"128229": {
|
| 1836 |
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"content": "<|reserved_special_token_224|>",
|
| 1837 |
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"lstrip": false,
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| 1838 |
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"normalized": false,
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| 1839 |
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"rstrip": false,
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| 1840 |
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"single_word": false,
|
| 1841 |
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"special": true
|
| 1842 |
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},
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| 1843 |
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"128230": {
|
| 1844 |
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"content": "<|reserved_special_token_225|>",
|
| 1845 |
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| 1846 |
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"normalized": false,
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| 1847 |
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"rstrip": false,
|
| 1848 |
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"single_word": false,
|
| 1849 |
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"special": true
|
| 1850 |
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},
|
| 1851 |
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"128231": {
|
| 1852 |
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"content": "<|reserved_special_token_226|>",
|
| 1853 |
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| 1854 |
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| 1855 |
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|
| 1856 |
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| 1857 |
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"special": true
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| 1858 |
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},
|
| 1859 |
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"128232": {
|
| 1860 |
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"content": "<|reserved_special_token_227|>",
|
| 1861 |
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"lstrip": false,
|
| 1862 |
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"normalized": false,
|
| 1863 |
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"rstrip": false,
|
| 1864 |
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"single_word": false,
|
| 1865 |
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"special": true
|
| 1866 |
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},
|
| 1867 |
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"128233": {
|
| 1868 |
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"content": "<|reserved_special_token_228|>",
|
| 1869 |
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|
| 1870 |
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|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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"special": true
|
| 1874 |
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},
|
| 1875 |
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"128234": {
|
| 1876 |
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"content": "<|reserved_special_token_229|>",
|
| 1877 |
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|
| 1878 |
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|
| 1879 |
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|
| 1880 |
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"single_word": false,
|
| 1881 |
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"special": true
|
| 1882 |
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},
|
| 1883 |
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"128235": {
|
| 1884 |
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"content": "<|reserved_special_token_230|>",
|
| 1885 |
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|
| 1886 |
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|
| 1887 |
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"rstrip": false,
|
| 1888 |
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"single_word": false,
|
| 1889 |
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"special": true
|
| 1890 |
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},
|
| 1891 |
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"128236": {
|
| 1892 |
+
"content": "<|reserved_special_token_231|>",
|
| 1893 |
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|
| 1894 |
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|
| 1895 |
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|
| 1896 |
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|
| 1897 |
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|
| 1898 |
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},
|
| 1899 |
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"128237": {
|
| 1900 |
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"content": "<|reserved_special_token_232|>",
|
| 1901 |
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|
| 1902 |
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|
| 1903 |
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|
| 1904 |
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|
| 1905 |
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|
| 1906 |
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},
|
| 1907 |
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"128238": {
|
| 1908 |
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"content": "<|reserved_special_token_233|>",
|
| 1909 |
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|
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|
| 1913 |
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| 1914 |
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},
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|
| 1916 |
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"content": "<|reserved_special_token_234|>",
|
| 1917 |
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|
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"normalized": false,
|
| 1919 |
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|
| 1920 |
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|
| 1921 |
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| 1922 |
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},
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| 1923 |
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| 1924 |
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"content": "<|reserved_special_token_235|>",
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| 1925 |
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| 1926 |
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|
| 1927 |
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|
| 1928 |
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|
| 1929 |
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|
| 1930 |
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},
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| 1931 |
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|
| 1932 |
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"content": "<|reserved_special_token_236|>",
|
| 1933 |
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| 1935 |
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|
| 1936 |
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|
| 1937 |
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"special": true
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| 1938 |
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},
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| 1939 |
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"128242": {
|
| 1940 |
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"content": "<|reserved_special_token_237|>",
|
| 1941 |
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| 1942 |
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|
| 1943 |
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"rstrip": false,
|
| 1944 |
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|
| 1945 |
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"special": true
|
| 1946 |
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},
|
| 1947 |
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"128243": {
|
| 1948 |
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"content": "<|reserved_special_token_238|>",
|
| 1949 |
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"lstrip": false,
|
| 1950 |
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"normalized": false,
|
| 1951 |
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|
| 1952 |
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"single_word": false,
|
| 1953 |
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"special": true
|
| 1954 |
+
},
|
| 1955 |
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"128244": {
|
| 1956 |
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"content": "<|reserved_special_token_239|>",
|
| 1957 |
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"lstrip": false,
|
| 1958 |
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"normalized": false,
|
| 1959 |
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"rstrip": false,
|
| 1960 |
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"single_word": false,
|
| 1961 |
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"special": true
|
| 1962 |
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},
|
| 1963 |
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"128245": {
|
| 1964 |
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"content": "<|reserved_special_token_240|>",
|
| 1965 |
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"lstrip": false,
|
| 1966 |
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"normalized": false,
|
| 1967 |
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"rstrip": false,
|
| 1968 |
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"single_word": false,
|
| 1969 |
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"special": true
|
| 1970 |
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},
|
| 1971 |
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"128246": {
|
| 1972 |
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"content": "<|reserved_special_token_241|>",
|
| 1973 |
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"lstrip": false,
|
| 1974 |
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"normalized": false,
|
| 1975 |
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"rstrip": false,
|
| 1976 |
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"single_word": false,
|
| 1977 |
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"special": true
|
| 1978 |
+
},
|
| 1979 |
+
"128247": {
|
| 1980 |
+
"content": "<|reserved_special_token_242|>",
|
| 1981 |
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"lstrip": false,
|
| 1982 |
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"normalized": false,
|
| 1983 |
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"rstrip": false,
|
| 1984 |
+
"single_word": false,
|
| 1985 |
+
"special": true
|
| 1986 |
+
},
|
| 1987 |
+
"128248": {
|
| 1988 |
+
"content": "<|reserved_special_token_243|>",
|
| 1989 |
+
"lstrip": false,
|
| 1990 |
+
"normalized": false,
|
| 1991 |
+
"rstrip": false,
|
| 1992 |
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"single_word": false,
|
| 1993 |
+
"special": true
|
| 1994 |
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},
|
| 1995 |
+
"128249": {
|
| 1996 |
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"content": "<|reserved_special_token_244|>",
|
| 1997 |
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"lstrip": false,
|
| 1998 |
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"normalized": false,
|
| 1999 |
+
"rstrip": false,
|
| 2000 |
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"single_word": false,
|
| 2001 |
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"special": true
|
| 2002 |
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},
|
| 2003 |
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"128250": {
|
| 2004 |
+
"content": "<|reserved_special_token_245|>",
|
| 2005 |
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"lstrip": false,
|
| 2006 |
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"normalized": false,
|
| 2007 |
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"rstrip": false,
|
| 2008 |
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"single_word": false,
|
| 2009 |
+
"special": true
|
| 2010 |
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},
|
| 2011 |
+
"128251": {
|
| 2012 |
+
"content": "<|reserved_special_token_246|>",
|
| 2013 |
+
"lstrip": false,
|
| 2014 |
+
"normalized": false,
|
| 2015 |
+
"rstrip": false,
|
| 2016 |
+
"single_word": false,
|
| 2017 |
+
"special": true
|
| 2018 |
+
},
|
| 2019 |
+
"128252": {
|
| 2020 |
+
"content": "<|reserved_special_token_247|>",
|
| 2021 |
+
"lstrip": false,
|
| 2022 |
+
"normalized": false,
|
| 2023 |
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"rstrip": false,
|
| 2024 |
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"single_word": false,
|
| 2025 |
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"special": true
|
| 2026 |
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},
|
| 2027 |
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"128253": {
|
| 2028 |
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"content": "<|reserved_special_token_248|>",
|
| 2029 |
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"lstrip": false,
|
| 2030 |
+
"normalized": false,
|
| 2031 |
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"rstrip": false,
|
| 2032 |
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"single_word": false,
|
| 2033 |
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"special": true
|
| 2034 |
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},
|
| 2035 |
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"128254": {
|
| 2036 |
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"content": "<|reserved_special_token_249|>",
|
| 2037 |
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"lstrip": false,
|
| 2038 |
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"normalized": false,
|
| 2039 |
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"rstrip": false,
|
| 2040 |
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"single_word": false,
|
| 2041 |
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"special": true
|
| 2042 |
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},
|
| 2043 |
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"128255": {
|
| 2044 |
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"content": "<|reserved_special_token_250|>",
|
| 2045 |
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"lstrip": false,
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| 2046 |
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"normalized": false,
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| 2047 |
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"rstrip": false,
|
| 2048 |
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"single_word": false,
|
| 2049 |
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"special": true
|
| 2050 |
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}
|
| 2051 |
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},
|
| 2052 |
+
"bos_token": "<|begin_of_text|>",
|
| 2053 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% else %}{{ eos_token }}{% endif %}",
|
| 2054 |
+
"clean_up_tokenization_spaces": true,
|
| 2055 |
+
"eos_token": "<|end_of_text|>",
|
| 2056 |
+
"model_input_names": [
|
| 2057 |
+
"input_ids",
|
| 2058 |
+
"attention_mask"
|
| 2059 |
+
],
|
| 2060 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 2061 |
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"tokenizer_class": "PreTrainedTokenizerFast"
|
| 2062 |
+
}
|