Niyantha23M
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llama-7b-chat-100k_65_35

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llama-7b-chat-100k_65_35

This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the generator dataset.

Model description

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Intended uses & limitations

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Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0002
train_batch_size: 2200
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 4400
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.03
num_epochs: 3

Training results

Framework versions

Transformers 4.33.3
Pytorch 2.2.1
Datasets 2.18.0
Tokenizers 0.13.3

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Model tree for Niyantha23M/llama-7b-chat-100k_65_35

Base model

meta-llama/Llama-2-7b-chat-hf

Finetuned

(295)

this model

Evaluation results

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