nanogptrs

Nanogpt（RS）

这是Andrej Karpathy的YT视频的Nanogpt模型的生锈实现：https：//www.youtube.com/watch?v=kcc8fmeb1ny&t=12S

在以下帮助的情况下：https：//github.com/laurentmazare/tch-rob/blob/main/examples/min-gpt/main.rs and https：//github.com/karpathy/karpathy/nanogpty/nanogpt/nanogpt/blob/blob/blob/master/master/model.py.py。

设置

创建Micromamba环境（或CONDA）：

micromamba env create -f environment.yml

激活环境：

micromamba activate nanogptrs

 export LD_LIBRARY_PATH=/opt/conda/lib/python3.10/site-packages/torch/lib/: $LD_LIBRARY_PATH

运行 - 从验证的GPT -2产生

./data/download.sh
./models/download.sh gpt2
cargo run --release -- --device=cuda --restore-from models/gpt2/model.safetensors generate --max-len 32 --prompt " Once upon a time " gpt2

跑步 - 火车纳米-GPT

cargo run --release -- --device=cuda train --n-epochs=3 --final-checkpoint-path=models/nanogptrs.safetensors nano-gpt

最终应该（我的泰坦XP上的5h）产生这样的东西：

 DUCHESS OF YORK:
Here comes already.

EXTOLY:
O, by the means of your crown?

KING HENRY VI:
Brother, that my lord, change thou givest queen.

KING RICHARD II:
Mine honour, because I am advertised
The queen our is not your voice. Would thy sight
Next Rome, among, insible express to dictliffe:
For ere for goings
Abova drunking redel her food pain soul to every it.

QUEEN MARGARET:
I took! O, if you so, good and the Montague of slave,
That he's breathing which holy a holy brats.