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gemma-chat_QA-ViMMRC – AI Model by Angelectronic | AlphaNeural AI

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Angelectronic/
gemma-chat_QA-ViMMRC

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text-generation-inference

unsloth/gemma-1.1-7b-it-bnb-4bit

endpoints_compatible

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Uploaded model

Developed by: Angelectronic
License: apache-2.0
Finetuned from model : unsloth/gemma-1.1-7b-it-bnb-4bit

This gemma model was trained 2x faster with Unsloth and Huggingface's TRL library.

Evaluation

ViMMRC test set: 0.8348 accuracy

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 16
eval_batch_size: 8
seed: 3407
gradient_accumulation_steps: 4
eval_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 5
num_epochs: 3

Framework versions

PEFT 0.10.0
Transformers 4.40.2
Pytorch 2.3.0
Datasets 2.19.1
Tokenizers 0.19.1