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starcoder2-chat – AI Model by abideen | AlphaNeural AI

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abideen/
starcoder2-chat

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text-generation

bigcode/starcoder2-7b

autotrain_compatible

text-generation-inference

endpoints_compatible

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Starcoder-2-chat

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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