mirror of
https://github.com/karpathy/nanochat.git
synced 2026-04-01 13:15:21 +00:00
Merge branch 'master' into fix-batch-size-assertion
This commit is contained in:
suraj-self
commit
d8bbddb07d
16
README.md
16
README.md
|
|
@ -27,6 +27,22 @@ See [dev/LEADERBOARD.md](dev/LEADERBOARD.md) for more docs on how to interpret a
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|||
|
||||
## Getting started
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||||
|
||||
### Setup
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||||
|
||||
nanochat uses [uv](https://docs.astral.sh/uv/) for dependency management. To install:
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||||
|
||||
```bash
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||||
uv sync --extra gpu # Use for CUDA (A100/H100/etc.)
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||||
uv sync --extra cpu # (or) Use for CPU-only / MPS
|
||||
source .venv/bin/activate
|
||||
```
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||||
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||||
For development (adds pytest, matplotlib, ipykernel, transformers, etc.):
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||||
```bash
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uv sync --extra gpu --group dev
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```
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||||
### Reproduce and talk to GPT-2
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|
||||
The most fun you can have is to train your own GPT-2 and talk to it. The entire pipeline to do so is contained in the single file [runs/speedrun.sh](runs/speedrun.sh), which is designed to be run on an 8XH100 GPU node. Boot up a new 8XH100 GPU box from your favorite provider (e.g. I use and like [Lambda](https://lambda.ai/service/gpu-cloud)), and kick off the training script:
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||||
|
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|||
|
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@ -7,28 +7,23 @@ requires-python = ">=3.10"
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|||
dependencies = [
|
||||
"datasets>=4.0.0",
|
||||
"fastapi>=0.117.1",
|
||||
"ipykernel>=7.1.0",
|
||||
"kernels>=0.11.7",
|
||||
"matplotlib>=3.10.8",
|
||||
"psutil>=7.1.0",
|
||||
"python-dotenv>=1.2.1",
|
||||
"regex>=2025.9.1",
|
||||
"rustbpe>=0.1.0",
|
||||
"scipy>=1.15.3",
|
||||
"setuptools>=80.9.0",
|
||||
"tabulate>=0.9.0",
|
||||
"tiktoken>=0.11.0",
|
||||
"tokenizers>=0.22.0",
|
||||
"torch==2.9.1",
|
||||
"transformers>=4.57.3",
|
||||
"uvicorn>=0.36.0",
|
||||
"wandb>=0.21.3",
|
||||
"zstandard>=0.25.0",
|
||||
]
|
||||
|
||||
[dependency-groups]
|
||||
dev = [
|
||||
"ipykernel>=7.1.0",
|
||||
"matplotlib>=3.10.8",
|
||||
"pytest>=8.0.0",
|
||||
"python-dotenv>=1.2.1",
|
||||
"transformers>=4.57.3",
|
||||
]
|
||||
|
||||
[tool.pytest.ini_options]
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||||
|
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@ -66,6 +61,7 @@ gpu = [
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|||
]
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||||
|
||||
[tool.uv]
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||||
default-groups = []
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||||
conflicts = [
|
||||
[
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||||
{ extra = "cpu" },
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||||
|
|
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|||
282
uv.lock
282
uv.lock
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@ -1492,27 +1492,17 @@ source = { virtual = "." }
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|||
dependencies = [
|
||||
{ name = "datasets" },
|
||||
{ name = "fastapi" },
|
||||
{ name = "ipykernel" },
|
||||
{ name = "kernels" },
|
||||
{ name = "matplotlib" },
|
||||
{ name = "psutil" },
|
||||
{ name = "python-dotenv" },
|
||||
{ name = "regex" },
|
||||
{ name = "rustbpe" },
|
||||
{ name = "scipy", version = "1.15.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.11' or (extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu')" },
|
||||
{ name = "scipy", version = "1.16.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.11' or (extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu')" },
|
||||
{ name = "setuptools" },
|
||||
{ name = "tabulate" },
|
||||
{ name = "tiktoken" },
|
||||
{ name = "tokenizers" },
|
||||
{ name = "torch", version = "2.9.1", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform == 'darwin' and extra == 'extra-8-nanochat-cpu') or (extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu')" },
|
||||
{ name = "torch", version = "2.9.1", source = { registry = "https://pypi.org/simple" }, marker = "(extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu') or (extra != 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu')" },
|
||||
{ name = "torch", version = "2.9.1+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(sys_platform != 'darwin' and extra == 'extra-8-nanochat-cpu') or (extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu')" },
|
||||
{ name = "torch", version = "2.9.1+cu128", source = { registry = "https://download.pytorch.org/whl/cu128" }, marker = "extra == 'extra-8-nanochat-gpu'" },
|
||||
{ name = "transformers" },
|
||||
{ name = "uvicorn" },
|
||||
{ name = "wandb" },
|
||||
{ name = "zstandard" },
|
||||
]
|
||||
|
||||
[package.optional-dependencies]
|
||||
|
|
@ -1526,37 +1516,38 @@ gpu = [
|
|||
|
||||
[package.dev-dependencies]
|
||||
dev = [
|
||||
{ name = "ipykernel" },
|
||||
{ name = "matplotlib" },
|
||||
{ name = "pytest" },
|
||||
{ name = "python-dotenv" },
|
||||
{ name = "transformers" },
|
||||
]
|
||||
|
||||
[package.metadata]
|
||||
requires-dist = [
|
||||
{ name = "datasets", specifier = ">=4.0.0" },
|
||||
{ name = "fastapi", specifier = ">=0.117.1" },
|
||||
{ name = "ipykernel", specifier = ">=7.1.0" },
|
||||
{ name = "kernels", specifier = ">=0.11.7" },
|
||||
{ name = "matplotlib", specifier = ">=3.10.8" },
|
||||
{ name = "psutil", specifier = ">=7.1.0" },
|
||||
{ name = "python-dotenv", specifier = ">=1.2.1" },
|
||||
{ name = "regex", specifier = ">=2025.9.1" },
|
||||
{ name = "rustbpe", specifier = ">=0.1.0" },
|
||||
{ name = "scipy", specifier = ">=1.15.3" },
|
||||
{ name = "setuptools", specifier = ">=80.9.0" },
|
||||
{ name = "tabulate", specifier = ">=0.9.0" },
|
||||
{ name = "tiktoken", specifier = ">=0.11.0" },
|
||||
{ name = "tokenizers", specifier = ">=0.22.0" },
|
||||
{ name = "torch", specifier = "==2.9.1" },
|
||||
{ name = "torch", marker = "extra == 'cpu'", specifier = "==2.9.1", index = "https://download.pytorch.org/whl/cpu", conflict = { package = "nanochat", extra = "cpu" } },
|
||||
{ name = "torch", marker = "extra == 'gpu'", specifier = "==2.9.1", index = "https://download.pytorch.org/whl/cu128", conflict = { package = "nanochat", extra = "gpu" } },
|
||||
{ name = "transformers", specifier = ">=4.57.3" },
|
||||
{ name = "uvicorn", specifier = ">=0.36.0" },
|
||||
{ name = "wandb", specifier = ">=0.21.3" },
|
||||
{ name = "zstandard", specifier = ">=0.25.0" },
|
||||
]
|
||||
provides-extras = ["cpu", "gpu"]
|
||||
|
||||
[package.metadata.requires-dev]
|
||||
dev = [{ name = "pytest", specifier = ">=8.0.0" }]
|
||||
dev = [
|
||||
{ name = "ipykernel", specifier = ">=7.1.0" },
|
||||
{ name = "matplotlib", specifier = ">=3.10.8" },
|
||||
{ name = "pytest", specifier = ">=8.0.0" },
|
||||
{ name = "python-dotenv", specifier = ">=1.2.1" },
|
||||
{ name = "transformers", specifier = ">=4.57.3" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "nest-asyncio"
|
||||
|
|
@ -2640,158 +2631,6 @@ wheels = [
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|
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[[package]]
|
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name = "scipy"
|
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version = "1.15.3"
|
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source = { registry = "https://pypi.org/simple" }
|
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resolution-markers = [
|
||||
"python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform == 'linux' and extra == 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux' and extra == 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform == 'darwin' and extra == 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform == 'linux' and extra != 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu'",
|
||||
"python_full_version < '3.11' and sys_platform != 'linux' and extra != 'extra-8-nanochat-cpu' and extra != 'extra-8-nanochat-gpu'",
|
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]
|
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dependencies = [
|
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{ name = "numpy", marker = "python_full_version < '3.11' or (extra == 'extra-8-nanochat-cpu' and extra == 'extra-8-nanochat-gpu')" },
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]
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Loading…
Reference in New Issue
Block a user