Downloads · 30 days
33
10% of all-time downloads
Gemma-2-2B-Opus-Instruct
SaisExperiments/Gemma-2-2B-Opus-Instruct
Gemma-2-2B-Opus-Instruct is a machine learning model from SaisExperiments. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gemma.
All-time downloads
336
Public
Parameters
2.6B
5.3 GB on disk
Likes
2
Public
Repo makeup
Click a slice to open those files.
.safetensors5.2 GB · 100%
At a glance
- License
- gemma
- Model type
- gemma2
- Access
- Public
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024
- SHA
- 7caa9e83
Base models
Datasets
Model card
From the Hugging Face model README
Must put image in repo :3
Basic info
This is kalomaze/Opus_Instruct_25k over unsloth/gemma-2-2b-it
It saw 39.5M tokens
I have no idea if it's done right but it took 9 hours B)
Training config:
cutoff_len: 1024
dataset: Opus_Instruct_25K
dataset_dir: data
ddp_timeout: 180000000
do_train: true
finetuning_type: lora
flash_attn: auto
fp16: true
gradient_accumulation_steps: 8
include_num_input_tokens_seen: true
learning_rate: 5.0e-05
logging_steps: 5
lora_alpha: 32
lora_dropout: 0
lora_rank: 32
lora_target: all
lr_scheduler_type: cosine
max_grad_norm: 1.0
max_samples: 15000
model_name_or_path: unsloth/gemma-2-2b-it
num_train_epochs: 3.0
optim: adamw_8bit
output_dir: saves/Gemma-2-2B-Chat/lora/Final_Opus
packing: false
per_device_train_batch_size: 2
plot_loss: true
preprocessing_num_workers: 16
quantization_bit: 4
quantization_method: bitsandbytes
report_to: none
save_steps: 100
stage: sft
template: gemma
use_unsloth: true
warmup_steps: 0
- Type
- gemma2
- License
- gemma
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024