opt-2.7b-realtime-chat-v2

AbrahamSanders/opt-2.7b-realtime-chat-v2

opt-2.7b-realtime-chat-v2 is a text generation model from AbrahamSanders. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: other
Model type: opt
Access: Public
Created: May 8, 2023
Updated: May 21, 2023
SHA: 3cbed440

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Windscape/AbrahamSanders-opt-2.7b-realtime-chat-v2

Model card

From the Hugging Face model README

opt-2.7b-realtime-chat-v2

This model is a fine-tuned version of facebook/opt-2.7b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.0888
Accuracy: 0.6870

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 3e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 128
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.0974	0.5	51	2.1267	0.6826
2.0842	1.0	102	2.0968	0.6859
1.9624	1.49	153	2.0936	0.6863
1.9476	1.99	204	2.0888	0.6870
1.888	2.49	255	2.0993	0.6864
1.8687	2.99	306	2.0994	0.6865

Framework versions

Transformers 4.28.1
Pytorch 2.0.1+cu118
Datasets 2.7.1
Tokenizers 0.12.1

Task: Text Generation
Library: transformers
Type: opt
License: other
Created: May 8, 2023
Updated: May 21, 2023