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 +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +2063 -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-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-layer-mix-bpw-2.5`]().
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Refer to the [original model card](https://huggingface.co/GreenBitAI/Llama-3-8B-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-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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"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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| 12 |
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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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| 23 |
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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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| 28 |
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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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| 37 |
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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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| 40 |
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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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| 48 |
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"num_return_sequences": 1,
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| 49 |
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"output_attentions": false,
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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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| 62 |
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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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"rope_scaling": null,
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| 67 |
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"rope_theta": 500000.0,
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| 68 |
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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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| 73 |
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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:f8c907e8c3502931f7acbd3979c91a250ea4f35ee7e0fa8f00017fd7a8b5954b
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size 4626592653
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model.safetensors.index.json
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| 1 |
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|
| 1193 |
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|
| 1194 |
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}
|
quant_strategy.json
ADDED
|
@@ -0,0 +1,2820 @@
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|
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|
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| 2789 |
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|
| 2790 |
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|
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|
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| 2794 |
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| 2795 |
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| 2806 |
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|
| 2807 |
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|
| 2809 |
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| 2810 |
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| 2811 |
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|
| 2812 |
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| 2813 |
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| 2816 |
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|
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}
|
| 2818 |
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}
|
| 2819 |
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}
|
| 2820 |
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}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
"pad_token": {
|
| 17 |
+
"content": "<|end_of_text|>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
}
|
| 23 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,2063 @@
|
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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 |
+
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| 49 |
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| 50 |
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| 58 |
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