Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
datasets:
|
3 |
+
- xzuyn/lima-multiturn-alpaca
|
4 |
+
language:
|
5 |
+
- en
|
6 |
+
---
|
7 |
+
![](https://huggingface.co/xzuyn/LLaMa-2-LIMA-7B-QLoRA/resolve/main/visual.png)
|
8 |
+
|
9 |
+
Trained on a 7900XTX.
|
10 |
+
|
11 |
+
[Zeus-LLM-Trainer](https://github.com/official-elinas/zeus-llm-trainer) command to recreate.
|
12 |
+
```
|
13 |
+
python finetune.py --data_path "xzuyn/lima-alpaca" --learning_rate 0.0001 --optim "paged_adamw_8bit" --train_4bit --lora_r 32 --lora_alpha 32 --prompt_template_name "alpaca_short" --num_train_epochs 15 --gradient_accumulation_steps 24 --per_device_train_batch_size 1 --logging_steps 1 --save_total_limit 20 --use_gradient_checkpointing True --save_and_eval_steps 41 --cutoff_len 4096 --val_set_size 0 --use_flash_attn True --base_model "meta-llama/Llama-2-7b-hf"
|
14 |
+
```
|