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togetherchat-dev-7b-v2 – AI Model by flytech | AlphaNeural AI
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togetherchat-dev-7b-v2
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transformers
pytorch
tensorboard
safetensors
llama
text-generation
generated_from_trainer
custom_code
togethercomputer/LLaMA-2-7B-32K
finetune
llama2
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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togetherchat-dev-7b-v2
This model is a fine-tuned version of
togethercomputer/LLaMA-2-7B-32K
on 25000 entries for 3 epochs.
Model description
Model can be used for text-to-code generation and for further fine-tuning, Colab notebook example (on free T4 GPU) soon!
Datasets used:
evol-codealpaca-80k - 10000 entries
codealpaca-20k - 10000 entries
open-platypus - 5000 entries
Intended uses & limitations
Please remember that model may (and will) produce inaccurate informations, you need to fine-tune it for your specific task.
Training and evaluation data
See 'Metrics'
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.0001
train_batch_size: 10
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 40
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Framework versions
Transformers 4.33.1
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3