Upload folder using huggingface_hub
Browse files- README.md +140 -0
- added_tokens.json +43 -0
- config.json +87 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- model.safetensors.index.json +846 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +349 -0
- vocab.json +0 -0
README.md
ADDED
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| 1 |
+
---
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| 2 |
+
license: mit
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| 3 |
+
tags:
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| 4 |
+
- mlx
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| 5 |
+
datasets:
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| 6 |
+
- Open-Orca/SlimOrca-Dedup
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| 7 |
+
- migtissera/Synthia-v1.3
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| 8 |
+
- LDJnr/Verified-Camel
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| 9 |
+
- LDJnr/Pure-Dove
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| 10 |
+
- LDJnr/Capybara
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| 11 |
+
- meta-math/MetaMathQA
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| 12 |
+
- Intel/orca_dpo_pairs
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| 13 |
+
- argilla/ultrafeedback-binarized-preferences-cleaned
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| 14 |
+
widget:
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| 15 |
+
- example_title: Example interaction
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| 16 |
+
text: Why is the sky blue?
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| 17 |
+
inference:
|
| 18 |
+
parameters:
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| 19 |
+
do_sample: true
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| 20 |
+
temperature: 0.1
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| 21 |
+
model-index:
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| 22 |
+
- name: phi-2-orange-v2
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| 23 |
+
results:
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| 24 |
+
- task:
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| 25 |
+
type: text-generation
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| 26 |
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name: Text Generation
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| 27 |
+
dataset:
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| 28 |
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name: AI2 Reasoning Challenge (25-Shot)
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| 29 |
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type: ai2_arc
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| 30 |
+
config: ARC-Challenge
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| 31 |
+
split: test
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| 32 |
+
args:
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| 33 |
+
num_few_shot: 25
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| 34 |
+
metrics:
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| 35 |
+
- type: acc_norm
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| 36 |
+
value: 61.86
|
| 37 |
+
name: normalized accuracy
|
| 38 |
+
source:
|
| 39 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
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| 40 |
+
name: Open LLM Leaderboard
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| 41 |
+
- task:
|
| 42 |
+
type: text-generation
|
| 43 |
+
name: Text Generation
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| 44 |
+
dataset:
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| 45 |
+
name: HellaSwag (10-Shot)
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| 46 |
+
type: hellaswag
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| 47 |
+
split: validation
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| 48 |
+
args:
|
| 49 |
+
num_few_shot: 10
|
| 50 |
+
metrics:
|
| 51 |
+
- type: acc_norm
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| 52 |
+
value: 76.32
|
| 53 |
+
name: normalized accuracy
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| 54 |
+
source:
|
| 55 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
|
| 56 |
+
name: Open LLM Leaderboard
|
| 57 |
+
- task:
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| 58 |
+
type: text-generation
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| 59 |
+
name: Text Generation
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| 60 |
+
dataset:
|
| 61 |
+
name: MMLU (5-Shot)
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| 62 |
+
type: cais/mmlu
|
| 63 |
+
config: all
|
| 64 |
+
split: test
|
| 65 |
+
args:
|
| 66 |
+
num_few_shot: 5
|
| 67 |
+
metrics:
|
| 68 |
+
- type: acc
|
| 69 |
+
value: 55.72
|
| 70 |
+
name: accuracy
|
| 71 |
+
source:
|
| 72 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
|
| 73 |
+
name: Open LLM Leaderboard
|
| 74 |
+
- task:
|
| 75 |
+
type: text-generation
|
| 76 |
+
name: Text Generation
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| 77 |
+
dataset:
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| 78 |
+
name: TruthfulQA (0-shot)
|
| 79 |
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type: truthful_qa
|
| 80 |
+
config: multiple_choice
|
| 81 |
+
split: validation
|
| 82 |
+
args:
|
| 83 |
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num_few_shot: 0
|
| 84 |
+
metrics:
|
| 85 |
+
- type: mc2
|
| 86 |
+
value: 54.84
|
| 87 |
+
source:
|
| 88 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
|
| 89 |
+
name: Open LLM Leaderboard
|
| 90 |
+
- task:
|
| 91 |
+
type: text-generation
|
| 92 |
+
name: Text Generation
|
| 93 |
+
dataset:
|
| 94 |
+
name: Winogrande (5-shot)
|
| 95 |
+
type: winogrande
|
| 96 |
+
config: winogrande_xl
|
| 97 |
+
split: validation
|
| 98 |
+
args:
|
| 99 |
+
num_few_shot: 5
|
| 100 |
+
metrics:
|
| 101 |
+
- type: acc
|
| 102 |
+
value: 75.69
|
| 103 |
+
name: accuracy
|
| 104 |
+
source:
|
| 105 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
|
| 106 |
+
name: Open LLM Leaderboard
|
| 107 |
+
- task:
|
| 108 |
+
type: text-generation
|
| 109 |
+
name: Text Generation
|
| 110 |
+
dataset:
|
| 111 |
+
name: GSM8k (5-shot)
|
| 112 |
+
type: gsm8k
|
| 113 |
+
config: main
|
| 114 |
+
split: test
|
| 115 |
+
args:
|
| 116 |
+
num_few_shot: 5
|
| 117 |
+
metrics:
|
| 118 |
+
- type: acc
|
| 119 |
+
value: 57.62
|
| 120 |
+
name: accuracy
|
| 121 |
+
source:
|
| 122 |
+
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=rhysjones/phi-2-orange-v2
|
| 123 |
+
name: Open LLM Leaderboard
|
| 124 |
+
---
|
| 125 |
+
|
| 126 |
+
# mlx-community/phi-2-orange-v2
|
| 127 |
+
This model was converted to MLX format from [`rhysjones/phi-2-orange-v2`]() using mlx-lm version **0.4.0**.
|
| 128 |
+
Refer to the [original model card](https://huggingface.co/rhysjones/phi-2-orange-v2) for more details on the model.
|
| 129 |
+
## Use with mlx
|
| 130 |
+
|
| 131 |
+
```bash
|
| 132 |
+
pip install mlx-lm
|
| 133 |
+
```
|
| 134 |
+
|
| 135 |
+
```python
|
| 136 |
+
from mlx_lm import load, generate
|
| 137 |
+
|
| 138 |
+
model, tokenizer = load("mlx-community/phi-2-orange-v2")
|
| 139 |
+
response = generate(model, tokenizer, prompt="hello", verbose=True)
|
| 140 |
+
```
|
added_tokens.json
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| 1 |
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{
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| 2 |
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"\t\t": 50294,
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| 3 |
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"\t\t\t": 50293,
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| 4 |
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"\t\t\t\t": 50292,
|
| 5 |
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"\t\t\t\t\t": 50291,
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| 6 |
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"\t\t\t\t\t\t": 50290,
|
| 7 |
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"\t\t\t\t\t\t\t": 50289,
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| 8 |
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"\t\t\t\t\t\t\t\t": 50288,
|
| 9 |
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"\t\t\t\t\t\t\t\t\t": 50287,
|
| 10 |
+
" ": 50286,
|
| 11 |
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" ": 50285,
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| 12 |
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" ": 50284,
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| 13 |
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" ": 50283,
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| 14 |
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" ": 50282,
|
| 15 |
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" ": 50281,
|
| 16 |
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" ": 50280,
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| 17 |
+
" ": 50279,
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| 18 |
+
" ": 50278,
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| 19 |
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" ": 50277,
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| 20 |
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" ": 50276,
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| 21 |
+
" ": 50275,
|
| 22 |
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" ": 50274,
|
| 23 |
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" ": 50273,
|
| 24 |
+
" ": 50272,
|
| 25 |
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" ": 50271,
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| 26 |
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" ": 50270,
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| 27 |
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" ": 50269,
|
| 28 |
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" ": 50268,
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| 29 |
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" ": 50267,
|
| 30 |
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" ": 50266,
|
| 31 |
+
" ": 50265,
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| 32 |
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" ": 50264,
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| 33 |
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" ": 50263,
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| 34 |
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" ": 50262,
|
| 35 |
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" ": 50261,
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| 36 |
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" ": 50260,
|
| 37 |
+
" ": 50259,
|
| 38 |
+
" ": 50258,
|
| 39 |
+
" ": 50257,
|
| 40 |
+
"<|im_end|>": 50295,
|
| 41 |
+
"<|im_start|>": 50296,
|
| 42 |
+
"<|startoftext|>": 50297
|
| 43 |
+
}
|
config.json
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|
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| 1 |
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{
|
| 2 |
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"add_cross_attention": false,
|
| 3 |
+
"architectures": [
|
| 4 |
+
"PhiForCausalLM"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bad_words_ids": null,
|
| 8 |
+
"begin_suppress_tokens": null,
|
| 9 |
+
"bos_token_id": 50256,
|
| 10 |
+
"chunk_size_feed_forward": 0,
|
| 11 |
+
"cross_attention_hidden_size": null,
|
| 12 |
+
"decoder_start_token_id": null,
|
| 13 |
+
"diversity_penalty": 0.0,
|
| 14 |
+
"do_sample": false,
|
| 15 |
+
"early_stopping": false,
|
| 16 |
+
"embd_pdrop": 0.0,
|
| 17 |
+
"encoder_no_repeat_ngram_size": 0,
|
| 18 |
+
"eos_token_id": 50295,
|
| 19 |
+
"exponential_decay_length_penalty": null,
|
| 20 |
+
"finetuning_task": null,
|
| 21 |
+
"forced_bos_token_id": null,
|
| 22 |
+
"forced_eos_token_id": null,
|
| 23 |
+
"hidden_act": "gelu_new",
|
| 24 |
+
"hidden_size": 2560,
|
| 25 |
+
"id2label": {
|
| 26 |
+
"0": "LABEL_0",
|
| 27 |
+
"1": "LABEL_1"
|
| 28 |
+
},
|
| 29 |
+
"initializer_range": 0.02,
|
| 30 |
+
"intermediate_size": 10240,
|
| 31 |
+
"is_decoder": false,
|
| 32 |
+
"is_encoder_decoder": false,
|
| 33 |
+
"label2id": {
|
| 34 |
+
"LABEL_0": 0,
|
| 35 |
+
"LABEL_1": 1
|
| 36 |
+
},
|
| 37 |
+
"layer_norm_eps": 1e-05,
|
| 38 |
+
"length_penalty": 1.0,
|
| 39 |
+
"max_length": 20,
|
| 40 |
+
"max_position_embeddings": 2048,
|
| 41 |
+
"min_length": 0,
|
| 42 |
+
"model_type": "phi",
|
| 43 |
+
"no_repeat_ngram_size": 0,
|
| 44 |
+
"num_attention_heads": 32,
|
| 45 |
+
"num_beam_groups": 1,
|
| 46 |
+
"num_beams": 1,
|
| 47 |
+
"num_hidden_layers": 32,
|
| 48 |
+
"num_key_value_heads": 32,
|
| 49 |
+
"num_return_sequences": 1,
|
| 50 |
+
"output_attentions": false,
|
| 51 |
+
"output_hidden_states": false,
|
| 52 |
+
"output_scores": false,
|
| 53 |
+
"pad_token_id": null,
|
| 54 |
+
"partial_rotary_factor": 0.4,
|
| 55 |
+
"prefix": null,
|
| 56 |
+
"problem_type": null,
|
| 57 |
+
"pruned_heads": {},
|
| 58 |
+
"qk_layernorm": false,
|
| 59 |
+
"quantization": {
|
| 60 |
+
"group_size": 64,
|
| 61 |
+
"bits": 4
|
| 62 |
+
},
|
| 63 |
+
"remove_invalid_values": false,
|
| 64 |
+
"repetition_penalty": 1.0,
|
| 65 |
+
"resid_pdrop": 0.1,
|
| 66 |
+
"return_dict": true,
|
| 67 |
+
"return_dict_in_generate": false,
|
| 68 |
+
"rope_scaling": null,
|
| 69 |
+
"rope_theta": 10000.0,
|
| 70 |
+
"sep_token_id": null,
|
| 71 |
+
"suppress_tokens": null,
|
| 72 |
+
"task_specific_params": null,
|
| 73 |
+
"temperature": 1.0,
|
| 74 |
+
"tf_legacy_loss": false,
|
| 75 |
+
"tie_encoder_decoder": false,
|
| 76 |
+
"tie_word_embeddings": false,
|
| 77 |
+
"tokenizer_class": null,
|
| 78 |
+
"top_k": 50,
|
| 79 |
+
"top_p": 1.0,
|
| 80 |
+
"torch_dtype": "float16",
|
| 81 |
+
"torchscript": false,
|
| 82 |
+
"transformers_version": "4.39.3",
|
| 83 |
+
"typical_p": 1.0,
|
| 84 |
+
"use_bfloat16": false,
|
| 85 |
+
"use_cache": true,
|
| 86 |
+
"vocab_size": 51200
|
| 87 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f93cc9158aaca68cc18f5c430421092bd77a9fd72c60813e99cf8f3937ace7d8
|
| 3 |
+
size 1753456074
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,846 @@
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|
| 1 |
+
{
|
| 2 |
+
"metadata": {
|
| 3 |
+
"total_size": 1753364480
|
| 4 |
+
},
|
| 5 |
+
"weight_map": {
|
| 6 |
+
"lm_head.bias": "model.safetensors",
|
| 7 |
+
"lm_head.biases": "model.safetensors",
|
| 8 |
+
"lm_head.scales": "model.safetensors",
|
| 9 |
+
"lm_head.weight": "model.safetensors",
|
| 10 |
+
"model.embed_tokens.weight": "model.safetensors",
|
| 11 |
+
"model.final_layernorm.bias": "model.safetensors",
|
| 12 |
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special_tokens_map.json
ADDED
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{
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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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ADDED
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tokenizer_config.json
ADDED
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| 1 |
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| 2 |
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| 18 |
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 32 |
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| 33 |
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| 34 |
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| 35 |
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| 281 |
+
"single_word": false,
|
| 282 |
+
"special": false
|
| 283 |
+
},
|
| 284 |
+
"50291": {
|
| 285 |
+
"content": "\t\t\t\t\t",
|
| 286 |
+
"lstrip": false,
|
| 287 |
+
"normalized": true,
|
| 288 |
+
"rstrip": false,
|
| 289 |
+
"single_word": false,
|
| 290 |
+
"special": false
|
| 291 |
+
},
|
| 292 |
+
"50292": {
|
| 293 |
+
"content": "\t\t\t\t",
|
| 294 |
+
"lstrip": false,
|
| 295 |
+
"normalized": true,
|
| 296 |
+
"rstrip": false,
|
| 297 |
+
"single_word": false,
|
| 298 |
+
"special": false
|
| 299 |
+
},
|
| 300 |
+
"50293": {
|
| 301 |
+
"content": "\t\t\t",
|
| 302 |
+
"lstrip": false,
|
| 303 |
+
"normalized": true,
|
| 304 |
+
"rstrip": false,
|
| 305 |
+
"single_word": false,
|
| 306 |
+
"special": false
|
| 307 |
+
},
|
| 308 |
+
"50294": {
|
| 309 |
+
"content": "\t\t",
|
| 310 |
+
"lstrip": false,
|
| 311 |
+
"normalized": true,
|
| 312 |
+
"rstrip": false,
|
| 313 |
+
"single_word": false,
|
| 314 |
+
"special": false
|
| 315 |
+
},
|
| 316 |
+
"50295": {
|
| 317 |
+
"content": "<|im_end|>",
|
| 318 |
+
"lstrip": false,
|
| 319 |
+
"normalized": false,
|
| 320 |
+
"rstrip": false,
|
| 321 |
+
"single_word": false,
|
| 322 |
+
"special": true
|
| 323 |
+
},
|
| 324 |
+
"50296": {
|
| 325 |
+
"content": "<|im_start|>",
|
| 326 |
+
"lstrip": false,
|
| 327 |
+
"normalized": false,
|
| 328 |
+
"rstrip": false,
|
| 329 |
+
"single_word": false,
|
| 330 |
+
"special": false
|
| 331 |
+
},
|
| 332 |
+
"50297": {
|
| 333 |
+
"content": "<|startoftext|>",
|
| 334 |
+
"lstrip": false,
|
| 335 |
+
"normalized": false,
|
| 336 |
+
"rstrip": false,
|
| 337 |
+
"single_word": false,
|
| 338 |
+
"special": true
|
| 339 |
+
}
|
| 340 |
+
},
|
| 341 |
+
"bos_token": "<|startoftext|>",
|
| 342 |
+
"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 %}",
|
| 343 |
+
"clean_up_tokenization_spaces": true,
|
| 344 |
+
"eos_token": "<|im_end|>",
|
| 345 |
+
"model_max_length": 2048,
|
| 346 |
+
"pad_token": "<|endoftext|>",
|
| 347 |
+
"tokenizer_class": "CodeGenTokenizer",
|
| 348 |
+
"unk_token": "<|endoftext|>"
|
| 349 |
+
}
|
vocab.json
ADDED
|
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