π Model Description
Quantization made by Richard Erkhov.
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/
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
π GGUF File List
| π Filename | π¦ Size | β‘ 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 |