lewtun / zephyr-7b-sft-qlora

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: -11
30-day runs: -34
Model's Last Updated: January 04 2024

Introduction of zephyr-7b-sft-qlora

Model Details of zephyr-7b-sft-qlora

zephyr-7b-sft-qlora

This model is a fine-tuned version of mistralai/Mistral-7B-v0.1 on the HuggingFaceH4/ultrachat_200k dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9502
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: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 8
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 64
  • total_eval_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 1
Training results
Training Loss Epoch Step Validation Loss
0.9428 1.0 2179 0.9502
Framework versions
  • PEFT 0.7.1
  • Transformers 4.36.2
  • Pytorch 2.1.2+cu121
  • Datasets 2.14.6
  • Tokenizers 0.15.0

Runs of lewtun zephyr-7b-sft-qlora on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
-11
7-day runs
-34
30-day runs

More Information About zephyr-7b-sft-qlora huggingface.co Model

More zephyr-7b-sft-qlora license Visit here:

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zephyr-7b-sft-qlora huggingface.co

zephyr-7b-sft-qlora huggingface.co is an AI model on huggingface.co that provides zephyr-7b-sft-qlora's model effect (), which can be used instantly with this lewtun zephyr-7b-sft-qlora model. huggingface.co supports a free trial of the zephyr-7b-sft-qlora model, and also provides paid use of the zephyr-7b-sft-qlora. Support call zephyr-7b-sft-qlora model through api, including Node.js, Python, http.

zephyr-7b-sft-qlora huggingface.co Url

https://huggingface.co/lewtun/zephyr-7b-sft-qlora

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zephyr-7b-sft-qlora huggingface.co is an online trial and call api platform, which integrates zephyr-7b-sft-qlora's modeling effects, including api services, and provides a free online trial of zephyr-7b-sft-qlora, you can try zephyr-7b-sft-qlora online for free by clicking the link below.

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https://huggingface.co/lewtun/zephyr-7b-sft-qlora

zephyr-7b-sft-qlora install

zephyr-7b-sft-qlora is an open source model from GitHub that offers a free installation service, and any user can find zephyr-7b-sft-qlora on GitHub to install. At the same time, huggingface.co provides the effect of zephyr-7b-sft-qlora install, users can directly use zephyr-7b-sft-qlora installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

zephyr-7b-sft-qlora install url in huggingface.co:

https://huggingface.co/lewtun/zephyr-7b-sft-qlora

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