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RishuD7 / models

Run on huggingface.co
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Total runs: 112
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: August 11 2024

Introduction of models

Model Details of models

models

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2020
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

The following bitsandbytes quantization config was used during training:

  • quant_method: bitsandbytes
  • _load_in_8bit: True
  • _load_in_4bit: False
  • llm_int8_threshold: 6.0
  • llm_int8_skip_modules: None
  • llm_int8_enable_fp32_cpu_offload: False
  • llm_int8_has_fp16_weight: False
  • bnb_4bit_quant_type: nf4
  • bnb_4bit_use_double_quant: False
  • bnb_4bit_compute_dtype: bfloat16
  • bnb_4bit_quant_storage: uint8
  • load_in_4bit: False
  • load_in_8bit: True
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3
Training results
Training Loss Epoch Step Validation Loss
0.0968 0.9996 1150 0.1602
0.076 2.0 2301 0.1828
0.0678 2.9987 3450 0.2020
Framework versions
  • PEFT 0.4.0
  • Transformers 4.43.3
  • Pytorch 2.3.1+cu121
  • Datasets 2.13.0
  • Tokenizers 0.19.1

Runs of RishuD7 models on huggingface.co

112
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About models huggingface.co Model

More models license Visit here:

https://choosealicense.com/licenses/llama3.1

models huggingface.co

models huggingface.co is an AI model on huggingface.co that provides models's model effect (), which can be used instantly with this RishuD7 models model. huggingface.co supports a free trial of the models model, and also provides paid use of the models. Support call models model through api, including Node.js, Python, http.

models huggingface.co Url

https://huggingface.co/RishuD7/models

RishuD7 models online free

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

RishuD7 models online free url in huggingface.co:

https://huggingface.co/RishuD7/models

models install

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

models install url in huggingface.co:

https://huggingface.co/RishuD7/models

Url of models

models huggingface.co Url

Provider of models huggingface.co

RishuD7
ORGANIZATIONS
huggingface.co

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