Commit
•
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Parent(s):
fc8e57e
Upload folder using huggingface_hub
Browse files- README.md +21 -0
- added_tokens.json +4 -0
- config.json +85 -0
- model.safetensors +3 -0
- model.safetensors.index.json +1194 -0
- quant_strategy.json +2820 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +58 -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/01-Yi-6B-layer-mix-bpw-3.0-mlx
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This quantized low-bit model was converted to MLX format from [`GreenBitAI/01-Yi-6B-layer-mix-bpw-3.0`]().
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Refer to the [original model card](https://huggingface.co/GreenBitAI/01-Yi-6B-layer-mix-bpw-3.0) 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/01-Yi-6B-layer-mix-bpw-3.0-mlx")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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added_tokens.json
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{
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"<|endoftext|>": 64001,
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"<|startoftext|>": 64000
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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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"bad_words_ids": null,
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"begin_suppress_tokens": null,
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"bos_token_id": 1,
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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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"eos_token_id": 2,
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"exponential_decay_length_penalty": null,
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"finetuning_task": null,
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"forced_bos_token_id": null,
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"forced_eos_token_id": null,
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"hidden_act": "silu",
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"hidden_size": 4096,
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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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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"is_decoder": false,
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"is_encoder_decoder": false,
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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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"max_length": 20,
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"max_position_embeddings": 4096,
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"min_length": 0,
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"model_type": "llama",
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"no_repeat_ngram_size": 0,
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"num_attention_heads": 32,
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"num_beam_groups": 1,
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"num_beams": 1,
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"num_hidden_layers": 32,
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"num_key_value_heads": 4,
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"num_return_sequences": 1,
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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": 0,
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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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"rope_scaling": null,
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"rope_theta": 5000000.0,
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"sep_token_id": null,
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"suppress_tokens": null,
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"task_specific_params": null,
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"temperature": 1.0,
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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": "4.39.0.dev0",
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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": 64000
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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 sha256:2cc8098f79a5a61a718858bfbdd94f9ec544fa85fcb390ed349024a0d84082e6
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size 3359683031
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model.safetensors.index.json
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quant_strategy.json
ADDED
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1 |
+
{
|
2 |
+
"measurement": {
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3 |
+
"model.layers.0": {
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4 |
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"accuracy": 0.9121055603027344,
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5 |
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"total_bits": 356870208,
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6 |
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"q_proj": {
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7 |
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"group_size": {
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8 |
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"2": 64
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9 |
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},
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10 |
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"bits": [
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11 |
+
2
|
12 |
+
],
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13 |
+
"bits_prop": [
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14 |
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1
|
15 |
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],
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16 |
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"scale_bits": 4
|
17 |
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},
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18 |
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"k_proj": {
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19 |
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"group_size": {
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20 |
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"2": 64
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21 |
+
},
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22 |
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"bits": [
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23 |
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2
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special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
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|
3 |
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|
4 |
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|
5 |
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|
6 |
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|
7 |
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|
8 |
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},
|
9 |
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|
10 |
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|
11 |
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|
12 |
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|
13 |
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|
14 |
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|
15 |
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},
|
16 |
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|
17 |
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|
18 |
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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},
|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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}
|
30 |
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}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:386c49cf943d71aa110361135338c50e38beeff0a66593480421f37b319e1a39
|
3 |
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size 1033105
|
tokenizer_config.json
ADDED
@@ -0,0 +1,58 @@
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|
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|
|
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|
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|
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|
1 |
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{
|
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|
3 |
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|
4 |
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|
5 |
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|
6 |
+
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|
7 |
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|
8 |
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|
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|
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|
11 |
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|
12 |
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|
13 |
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|
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|
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|
16 |
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|
17 |
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|
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|
19 |
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|
20 |
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|
21 |
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|
22 |
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|
23 |
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|
24 |
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|
25 |
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|
26 |
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|
27 |
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|
28 |
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|
29 |
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},
|
30 |
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|
31 |
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32 |
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|
33 |
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|
34 |
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|
35 |
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|
36 |
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|
37 |
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},
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38 |
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|
39 |
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40 |
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|
41 |
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|
42 |
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|
43 |
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|
44 |
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|
45 |
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}
|
46 |
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},
|
47 |
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|
48 |
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|
49 |
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"eos_token": "<|endoftext|>",
|
50 |
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|
51 |
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|
52 |
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"pad_token": "<unk>",
|
53 |
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"sp_model_kwargs": {},
|
54 |
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"spaces_between_special_tokens": false,
|
55 |
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"tokenizer_class": "LlamaTokenizer",
|
56 |
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"unk_token": "<unk>",
|
57 |
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"use_default_system_prompt": false
|
58 |
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}
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