Downloads · 30 days
10
9% of all-time downloads
Breeze-7B-PTT-Chat-v2_lora
Riyuechang/Breeze-7B-PTT-Chat-v2_lora
Breeze-7B-PTT-Chat-v2_lora is a text generation model from Riyuechang. Use it when you need the model to write or continue text. It is set up for peft. The card lists the license as apache-2.0.
使用新的噪聲較小(理論上)的數據訓練 Lora使用了更大的r(32) 取消了Dora 因為Dora的提升有限，還會大幅降低訓練和推理的效率
All-time downloads
107
Public
Repo size
336 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors336 MB · 100%
At a glance
- Task
- Text Generation
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Sep 18, 2024
- Updated
- Sep 18, 2024
- SHA
- 1eb09e45
Try a prompt
Base models
Model card
From the Hugging Face model README
版本資訊
使用新的噪聲較小(理論上)的數據訓練
Lora使用了更大的r(32)
取消了Dora
因為Dora的提升有限，還會大幅降低訓練和推理的效率
簡介
Riyuechang/Breeze-7B-PTT-Chat-v2所使用的，未與主模型MediaTek-Research/Breeze-7B-Instruct-v1_0合併的lora模型
設備
- Ubuntu 22.04.4 LTS
- NVIDIA GeForce RTX 3060 12G
Lora參數
r=32,
lora_alpha=32,
lora_dropout=0.1,
task_type="CAUSAL_LM",
target_modules="all-linear",
bias="none",
use_rslora=True
訓練參數
per_device_train_batch_size=28,
gradient_accumulation_steps=1,
num_train_epochs=3,
warmup_ratio=0.1,
learning_rate=2e-5,
bf16=True,
save_strategy="steps",
save_steps=1000,
save_total_limit=5,
logging_steps=10,
output_dir=log_output,
optim="paged_adamw_8bit",
gradient_checkpointing=True
結果
- loss: 0.9391
- Task
- Text Generation
- Library
- peft
- License
- apache-2.0
- Created
- Sep 18, 2024
- Updated
- Sep 18, 2024