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abideen / starcoder2-chat
Model's Last Updated: March 06 2024
text-generation
Introduction of starcoder2-chat
Model Details of starcoder2-chat
Starcoder-2-chat
Starcoder-2-chat is an instruction fine-tuned of bigcode/starcoder2-7b using the glaiveai/glaive-code-assistant-v2 dataset using LoRA.
🏆 Evaluation results
Thanks to Muhammad Bin Usman for running evals on Starcoder2-chat.
HUMANEVAL
0.3231707317073171
HUMANEVALPLUS
0.25609756097560976
INSTRUCT-HUMANEVAL
0.3231707317073171
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-7
- train_batch_size: 2
- eval_batch_size: Not specified
- seed: Not specified
- gradient_accumulation_steps: 8
- total_train_batch_size: Not specified
- optimizer: PagedAdamW with 32-bit precision
- lr_scheduler_type: Cosine
- lr_scheduler_warmup_steps: 100
- training_epoch: 1
Framework versions
- Transformers 4.39.0.dev0
- Peft 0.9.1.dev0
- Datasets 2.18.0
- torch 2.2.0
- accelerate 0.27.2
Runs of abideen starcoder2-chat on huggingface.co
54
Total runs
0
24-hour runs
0
3-day runs
4
7-day runs
37
30-day runs
More Information About starcoder2-chat huggingface.co Model
Url of starcoder2-chat
starcoder2-chat huggingface.co Url
Provider of starcoder2-chat huggingface.co
Other API from abideen
Total runs:
158
Run Growth:
-28
Growth Rate:
-17.28%
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144
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0.00%
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83
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24
Growth Rate:
29.63%
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77
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22
Growth Rate:
29.33%
Total runs:
28
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13
Growth Rate:
46.43%
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22
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8
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40.00%
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20
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5
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25.00%
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19
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0
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0.00%
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19
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12
Growth Rate:
60.00%
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18
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6
Growth Rate:
33.33%
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18
Run Growth:
9
Growth Rate:
56.25%
Total runs:
16
Run Growth:
11
Growth Rate:
64.71%
Total runs:
14
Run Growth:
5
Growth Rate:
33.33%
Total runs:
8
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0
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0.00%
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0
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-18
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0.00%
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0.00%
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0.00%
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