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lapp0/
open_hermes_query_expansion

Name: open_hermes_query_expansion
Availability: InStock

generated_from_trainer

teknium/OpenHermes-2.5-Mistral-7B

adapter

apache-2.0

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open_hermes_query_expansion

This model is a fine-tuned version of teknium/OpenHermes-2.5-Mistral-7B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0409

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
0.7964	1.0	178	0.5460
0.4356	2.0	356	0.1952
0.1109	3.0	534	0.0663
0.0279	4.0	712	0.0390
0.0023	5.0	890	0.0409

Framework versions

PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.2.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2

lapp0/open_hermes_query_expansion

open_hermes_query_expansion

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

lapp0/
open_hermes_query_expansion