πŸ“‹ Model Description

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llama3-8b-math-sft-subtask-0-subset - GGUF

  • Model creator: https://huggingface.co/Dynosaur/
  • Original model: https://huggingface.co/Dynosaur/llama3-8b-math-sft-subtask-0-subset/

NameQuant methodSize
llama3-8b-math-sft-subtask-0-subset.Q2K.ggufQ2K2.96GB
llama3-8b-math-sft-subtask-0-subset.IQ3XS.ggufIQ3XS3.28GB
llama3-8b-math-sft-subtask-0-subset.IQ3S.ggufIQ3S3.43GB
llama3-8b-math-sft-subtask-0-subset.Q3KS.ggufQ3K_S3.41GB
llama3-8b-math-sft-subtask-0-subset.IQ3M.ggufIQ3M3.52GB
llama3-8b-math-sft-subtask-0-subset.Q3K.ggufQ3K3.74GB
llama3-8b-math-sft-subtask-0-subset.Q3KM.ggufQ3K_M3.74GB
llama3-8b-math-sft-subtask-0-subset.Q3KL.ggufQ3K_L4.03GB
llama3-8b-math-sft-subtask-0-subset.IQ4XS.ggufIQ4XS4.18GB
llama3-8b-math-sft-subtask-0-subset.Q40.ggufQ404.34GB
llama3-8b-math-sft-subtask-0-subset.IQ4NL.ggufIQ4NL4.38GB
llama3-8b-math-sft-subtask-0-subset.Q4KS.ggufQ4K_S4.37GB
llama3-8b-math-sft-subtask-0-subset.Q4K.ggufQ4K4.58GB
llama3-8b-math-sft-subtask-0-subset.Q4KM.ggufQ4K_M4.58GB
llama3-8b-math-sft-subtask-0-subset.Q41.ggufQ414.78GB
llama3-8b-math-sft-subtask-0-subset.Q50.ggufQ505.21GB
llama3-8b-math-sft-subtask-0-subset.Q5KS.ggufQ5K_S5.21GB
llama3-8b-math-sft-subtask-0-subset.Q5K.ggufQ5K5.34GB
llama3-8b-math-sft-subtask-0-subset.Q5KM.ggufQ5K_M5.34GB
llama3-8b-math-sft-subtask-0-subset.Q51.ggufQ515.65GB
llama3-8b-math-sft-subtask-0-subset.Q6K.ggufQ6K6.14GB
llama3-8b-math-sft-subtask-0-subset.Q80.ggufQ807.95GB

Original model description:



library_name: transformers
license: llama3
base_model: Dynosaur/llama3-8b-math-sft
tags:
  • trl
  • sft
  • generatedfromtrainer

model-index:
  • name: llama3-8b-math-sft-subtask-0-subset

results: []

llama3-8b-math-sft-subtask-0-subset

This model is a fine-tuned version of Dynosaur/llama3-8b-math-sft on an unknown dataset.

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:

  • learningrate: 2e-05
  • trainbatchsize: 4
  • evalbatchsize: 8
  • seed: 42
  • distributedtype: multi-GPU
  • numdevices: 8
  • gradientaccumulationsteps: 4
  • totaltrainbatchsize: 128
  • totalevalbatchsize: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: cosine
  • lrschedulerwarmupratio: 0.1
  • num_epochs: 2

Training results

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.1+cu121
  • Datasets 3.0.0
  • Tokenizers 0.19.1

πŸ“‚ GGUF File List

πŸ“ Filename πŸ“¦ Size ⚑ Download
llama3-8b-math-sft-subtask-0-subset.IQ3_M.gguf
LFS Q3
3.52 GB Download
llama3-8b-math-sft-subtask-0-subset.IQ3_S.gguf
LFS Q3
3.43 GB Download
llama3-8b-math-sft-subtask-0-subset.IQ3_XS.gguf
LFS Q3
3.28 GB Download
llama3-8b-math-sft-subtask-0-subset.IQ4_NL.gguf
LFS Q4
4.38 GB Download
llama3-8b-math-sft-subtask-0-subset.IQ4_XS.gguf
LFS Q4
4.18 GB Download
llama3-8b-math-sft-subtask-0-subset.Q2_K.gguf
LFS Q2
2.96 GB Download
llama3-8b-math-sft-subtask-0-subset.Q3_K.gguf
LFS Q3
3.74 GB Download
llama3-8b-math-sft-subtask-0-subset.Q3_K_L.gguf
LFS Q3
4.03 GB Download
llama3-8b-math-sft-subtask-0-subset.Q3_K_M.gguf
LFS Q3
3.74 GB Download
llama3-8b-math-sft-subtask-0-subset.Q3_K_S.gguf
LFS Q3
3.41 GB Download
llama3-8b-math-sft-subtask-0-subset.Q4_0.gguf
Recommended LFS Q4
4.34 GB Download
llama3-8b-math-sft-subtask-0-subset.Q4_1.gguf
LFS Q4
4.78 GB Download
llama3-8b-math-sft-subtask-0-subset.Q4_K.gguf
LFS Q4
4.58 GB Download
llama3-8b-math-sft-subtask-0-subset.Q4_K_M.gguf
LFS Q4
4.58 GB Download
llama3-8b-math-sft-subtask-0-subset.Q4_K_S.gguf
LFS Q4
4.37 GB Download
llama3-8b-math-sft-subtask-0-subset.Q5_0.gguf
LFS Q5
5.21 GB Download
llama3-8b-math-sft-subtask-0-subset.Q5_1.gguf
LFS Q5
5.65 GB Download
llama3-8b-math-sft-subtask-0-subset.Q5_K.gguf
LFS Q5
5.34 GB Download
llama3-8b-math-sft-subtask-0-subset.Q5_K_M.gguf
LFS Q5
5.34 GB Download
llama3-8b-math-sft-subtask-0-subset.Q5_K_S.gguf
LFS Q5
5.21 GB Download
llama3-8b-math-sft-subtask-0-subset.Q6_K.gguf
LFS Q6
6.14 GB Download
llama3-8b-math-sft-subtask-0-subset.Q8_0.gguf
LFS Q8
7.95 GB Download