yanghaojin
commited on
Commit
•
750a07f
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Parent(s):
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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 +35 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +89 -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-chat-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-chat-layer-mix-bpw-3.0`]().
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Refer to the [original model card](https://huggingface.co/GreenBitAI/01-Yi-6B-chat-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-chat-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": 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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"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:efed2e2d25b4b1975ce6ef60af7c506bf578b0a58bd0bdf99d14d8e75374b020
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size 3358077398
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model.safetensors.index.json
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quant_strategy.json
ADDED
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1 |
+
{
|
2 |
+
"measurement": {
|
3 |
+
"model.layers.0": {
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4 |
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"accuracy": 0.9288430213928223,
|
5 |
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"total_bits": 365124672,
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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
|
9 |
+
},
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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 |
+
1
|
15 |
+
],
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16 |
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"scale_bits": 4
|
17 |
+
},
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18 |
+
"k_proj": {
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19 |
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"group_size": {
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20 |
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"4": 128
|
21 |
+
},
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22 |
+
"bits": [
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23 |
+
4
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|
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|
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}
|
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}
|
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}
|
2820 |
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}
|
special_tokens_map.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<|im_start|>",
|
4 |
+
"<|im_end|>",
|
5 |
+
"<|im_sep|>"
|
6 |
+
],
|
7 |
+
"bos_token": {
|
8 |
+
"content": "<|startoftext|>",
|
9 |
+
"lstrip": false,
|
10 |
+
"normalized": true,
|
11 |
+
"rstrip": false,
|
12 |
+
"single_word": false
|
13 |
+
},
|
14 |
+
"eos_token": {
|
15 |
+
"content": "<|endoftext|>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": true,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false
|
20 |
+
},
|
21 |
+
"pad_token": {
|
22 |
+
"content": "<unk>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": true,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false
|
27 |
+
},
|
28 |
+
"unk_token": {
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false
|
34 |
+
}
|
35 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:386c49cf943d71aa110361135338c50e38beeff0a66593480421f37b319e1a39
|
3 |
+
size 1033105
|
tokenizer_config.json
ADDED
@@ -0,0 +1,89 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": true,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": true,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": false,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": false,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
},
|
30 |
+
"6": {
|
31 |
+
"content": "<|im_start|>",
|
32 |
+
"lstrip": false,
|
33 |
+
"normalized": false,
|
34 |
+
"rstrip": false,
|
35 |
+
"single_word": false,
|
36 |
+
"special": true
|
37 |
+
},
|
38 |
+
"7": {
|
39 |
+
"content": "<|im_end|>",
|
40 |
+
"lstrip": false,
|
41 |
+
"normalized": false,
|
42 |
+
"rstrip": false,
|
43 |
+
"single_word": false,
|
44 |
+
"special": true
|
45 |
+
},
|
46 |
+
"8": {
|
47 |
+
"content": "<|im_sep|>",
|
48 |
+
"lstrip": false,
|
49 |
+
"normalized": false,
|
50 |
+
"rstrip": false,
|
51 |
+
"single_word": false,
|
52 |
+
"special": true
|
53 |
+
},
|
54 |
+
"64000": {
|
55 |
+
"content": "<|startoftext|>",
|
56 |
+
"lstrip": false,
|
57 |
+
"normalized": true,
|
58 |
+
"rstrip": false,
|
59 |
+
"single_word": false,
|
60 |
+
"special": true
|
61 |
+
},
|
62 |
+
"64001": {
|
63 |
+
"content": "<|endoftext|>",
|
64 |
+
"lstrip": false,
|
65 |
+
"normalized": true,
|
66 |
+
"rstrip": false,
|
67 |
+
"single_word": false,
|
68 |
+
"special": true
|
69 |
+
}
|
70 |
+
},
|
71 |
+
"additional_special_tokens": [
|
72 |
+
"<|im_start|>",
|
73 |
+
"<|im_end|>",
|
74 |
+
"<|im_sep|>"
|
75 |
+
],
|
76 |
+
"bos_token": "<|startoftext|>",
|
77 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
78 |
+
"clean_up_tokenization_spaces": false,
|
79 |
+
"eos_token": "<|endoftext|>",
|
80 |
+
"legacy": true,
|
81 |
+
"model_max_length": 4096,
|
82 |
+
"pad_token": "<unk>",
|
83 |
+
"padding_side": "right",
|
84 |
+
"sp_model_kwargs": {},
|
85 |
+
"spaces_between_special_tokens": false,
|
86 |
+
"tokenizer_class": "LlamaTokenizer",
|
87 |
+
"unk_token": "<unk>",
|
88 |
+
"use_default_system_prompt": true
|
89 |
+
}
|