teragpt


Nameteragpt JSON
Version 0.0.2 PyPI version JSON
download
home_pagehttps://github.com/kyegomez/TeraGPT
SummaryPaper - Pytorch
upload_time2023-12-12 06:53:15
maintainer
docs_urlNone
authorKye Gomez
requires_python>=3.9,<4.0
licenseMIT
keywords artificial intelligence deep learning optimizers prompt engineering
VCS
bugtrack_url
requirements zetascale local-attention torch
Travis-CI No Travis.
coveralls test coverage No coveralls.
            [![Multi-Modality](agorabanner.png)](https://discord.gg/qUtxnK2NMf)

# TeraGPT
Train a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT



## Install
`pip3 install teragpt `



## Usage
```python
import torch
from teragpt.main import TeraGPT

model = TeraGPT(
    dim=4096,
    depth=6,
    heads=8,
    num_tokens=20000,
)

x = torch.randint(0, 20000, (1, 4096))

out = model(x)
print(out.shape)

```

### Train
```python
from teragpt import train

train()

```


# License
MIT




            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/kyegomez/TeraGPT",
    "name": "teragpt",
    "maintainer": "",
    "docs_url": null,
    "requires_python": ">=3.9,<4.0",
    "maintainer_email": "",
    "keywords": "artificial intelligence,deep learning,optimizers,Prompt Engineering",
    "author": "Kye Gomez",
    "author_email": "kye@apac.ai",
    "download_url": "https://files.pythonhosted.org/packages/45/41/d635027f7f2cec638e3753ee390fd1c69fecb5227fc1ad4820c23d38b9a9/teragpt-0.0.2.tar.gz",
    "platform": null,
    "description": "[![Multi-Modality](agorabanner.png)](https://discord.gg/qUtxnK2NMf)\n\n# TeraGPT\nTrain a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT\n\n\n\n## Install\n`pip3 install teragpt `\n\n\n\n## Usage\n```python\nimport torch\nfrom teragpt.main import TeraGPT\n\nmodel = TeraGPT(\n    dim=4096,\n    depth=6,\n    heads=8,\n    num_tokens=20000,\n)\n\nx = torch.randint(0, 20000, (1, 4096))\n\nout = model(x)\nprint(out.shape)\n\n```\n\n### Train\n```python\nfrom teragpt import train\n\ntrain()\n\n```\n\n\n# License\nMIT\n\n\n\n",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "Paper - Pytorch",
    "version": "0.0.2",
    "project_urls": {
        "Documentation": "https://github.com/kyegomez/TeraGPT",
        "Homepage": "https://github.com/kyegomez/TeraGPT",
        "Repository": "https://github.com/kyegomez/TeraGPT"
    },
    "split_keywords": [
        "artificial intelligence",
        "deep learning",
        "optimizers",
        "prompt engineering"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "d3276b015b09099c1a02c5e0b0742626c935e642096ab08c138da8f2a54eb669",
                "md5": "d8a080037d6d2c09d738c2b0af353229",
                "sha256": "783abfac663f08b14fa0ba066fe76b5b8674a535b9c40f0218eaab3f815040e3"
            },
            "downloads": -1,
            "filename": "teragpt-0.0.2-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "d8a080037d6d2c09d738c2b0af353229",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.9,<4.0",
            "size": 11025,
            "upload_time": "2023-12-12T06:53:07",
            "upload_time_iso_8601": "2023-12-12T06:53:07.713461Z",
            "url": "https://files.pythonhosted.org/packages/d3/27/6b015b09099c1a02c5e0b0742626c935e642096ab08c138da8f2a54eb669/teragpt-0.0.2-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "4541d635027f7f2cec638e3753ee390fd1c69fecb5227fc1ad4820c23d38b9a9",
                "md5": "335dda00f472c6ba8c9ab8cb655b7f96",
                "sha256": "23f94541f50e3d37579df1f6ab3884826413d80aa82588d6fb2703d3cd8d1cc3"
            },
            "downloads": -1,
            "filename": "teragpt-0.0.2.tar.gz",
            "has_sig": false,
            "md5_digest": "335dda00f472c6ba8c9ab8cb655b7f96",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.9,<4.0",
            "size": 11032,
            "upload_time": "2023-12-12T06:53:15",
            "upload_time_iso_8601": "2023-12-12T06:53:15.044236Z",
            "url": "https://files.pythonhosted.org/packages/45/41/d635027f7f2cec638e3753ee390fd1c69fecb5227fc1ad4820c23d38b9a9/teragpt-0.0.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-12-12 06:53:15",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "kyegomez",
    "github_project": "TeraGPT",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "requirements": [
        {
            "name": "zetascale",
            "specs": []
        },
        {
            "name": "local-attention",
            "specs": []
        },
        {
            "name": "torch",
            "specs": []
        }
    ],
    "lcname": "teragpt"
}
        
Elapsed time: 0.14963s