QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Is it possible to host the gpt neo models on a website and make some kind of API, the models are to large to run on my computer. Also It would be nice if to have a stop function so the model knows at what token to stop and be able to add examples of the query needed.

Hi, I tried using the notebook in the example folder but it wasn't working (I think the files were not imported into Colab), so I created a demo which should work.

Main change: Used a dict instead of excessive elifs. Other smaller changes.

Important: I do not have the resources to test the code, but technically, it's just a rewrite of the original, so it should work.

This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires numpy, which is not installed.
torchvision 0.5.0 requires pillow, which is not installed.
sympy 1.5.1 requires mpmath, which is not installed.
coremltools 6.0 requires numpy, which is not installed.
coremltools 6.0 requires protobuf, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 551/1000
Why? Recently disclosed, Has a fix available, CVSS 5.3 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-WHEEL-3092128 | wheel:
0.30.0 -> 0.38.0
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

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Changes included in this PR

• Dockerfile

We recommend upgrading to ubuntu:jammy, as this image has only 10 known vulnerabilities. To do this, merge this pull request, then verify your application still works as expected.

Some of the most important vulnerabilities in your base image include:

| Severity | Priority Score / 1000 | Issue | Exploit Maturity | | :------: | :-------------------- | :---- | :--------------- | | | 514 | Out-of-bounds Read
SNYK-UBUNTU2110-E2FSPROGS-2770726 | No Known Exploit | | | 300 | NULL Pointer Dereference
SNYK-UBUNTU2110-KRB5-1735754 | No Known Exploit | | | 300 | OS Command Injection
SNYK-UBUNTU2110-OPENSSL-2933132 | No Known Exploit | | | 300 | Inadequate Encryption Strength
SNYK-UBUNTU2110-OPENSSL-2941384 | No Known Exploit | | | 300 | Improper Verification of Cryptographic Signature
SNYK-UBUNTU2110-PERL-1930909 | No Known Exploit |

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This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.
sympy 1.5.1 requires mpmath, which is not installed.
coremltools 6.0 requires protobuf, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 551/1000
Why? Recently disclosed, Has a fix available, CVSS 5.3 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-WHEEL-3092128 | wheel:
0.30.0 -> 0.38.0
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Regular Expression Denial of Service (ReDoS)

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.
sympy 1.5.1 requires mpmath, which is not installed.
coremltools 6.0 requires protobuf, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 571/1000
Why? Recently disclosed, Has a fix available, CVSS 5.7 | Denial of Service (DoS)
SNYK-PYTHON-PROTOBUF-3031740 | protobuf:
3.20.1 -> 3.20.2
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

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Keeping your Docker base image up-to-date means you’ll benefit from security fixes in the latest version of your chosen image.

Changes included in this PR

• Dockerfile

We recommend upgrading to ubuntu:21.10, as this image has only 12 known vulnerabilities. To do this, merge this pull request, then verify your application still works as expected.

Some of the most important vulnerabilities in your base image include:

| Severity | Issue | Exploit Maturity | | :------: | :---- | :--------------- | | | Improper Verification of Cryptographic Signature
SNYK-UBUNTU2110-PERL-1930909 | No Known Exploit | | | Time-of-check Time-of-use (TOCTOU)
SNYK-UBUNTU2110-SHADOW-1758374 | No Known Exploit | | | Time-of-check Time-of-use (TOCTOU)
SNYK-UBUNTU2110-SHADOW-1758374 | No Known Exploit | | | NULL Pointer Dereference
SNYK-UBUNTU2110-TAR-1744334 | No Known Exploit | | | CVE-2018-25032
SNYK-UBUNTU2110-ZLIB-2433596 | No Known Exploit |

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

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Keeping your Docker base image up-to-date means you’ll benefit from security fixes in the latest version of your chosen image.

Changes included in this PR

• Dockerfile

We recommend upgrading to ubuntu:rolling, as this image has only 13 known vulnerabilities. To do this, merge this pull request, then verify your application still works as expected.

Some of the most important vulnerabilities in your base image include:

| Severity | Priority Score / 1000 | Issue | Exploit Maturity | | :------: | :-------------------- | :---- | :--------------- | | | 300 | Information Exposure
SNYK-UBUNTU1804-GCC8-572149 | No Known Exploit | | | 300 | Information Exposure
SNYK-UBUNTU1804-GCC8-572149 | No Known Exploit | | | 300 | Information Exposure
SNYK-UBUNTU1804-GCC8-572149 | No Known Exploit | | | 300 | Improper Verification of Cryptographic Signature
SNYK-UBUNTU1804-PERL-1930908 | No Known Exploit | | | 150 | Time-of-check Time-of-use (TOCTOU)
SNYK-UBUNTU1804-SHADOW-306209 | No Known Exploit |

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Learn about vulnerability in an interactive lesson of Snyk Learn.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 471/1000
Why? Recently disclosed, Has a fix available, CVSS 3.7 | Buffer Overflow
SNYK-PYTHON-NUMPY-2321966 | numpy:
1.19.5 -> 1.22.0
| No | No Known Exploit | 578/1000
Why? Proof of Concept exploit, Recently disclosed, Has a fix available, CVSS 3.7 | Buffer Overflow
SNYK-PYTHON-NUMPY-2321969 | numpy:
1.19.5 -> 1.22.0
| No | Proof of Concept | 578/1000
Why? Proof of Concept exploit, Recently disclosed, Has a fix available, CVSS 3.7 | Denial of Service (DoS)
SNYK-PYTHON-NUMPY-2321970 | numpy:
1.19.5 -> 1.22.0
| No | Proof of Concept

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the effected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 578/1000
Why? Proof of Concept exploit, Recently disclosed, Has a fix available, CVSS 3.7 | Buffer Overflow
SNYK-PYTHON-NUMPY-2321969 | numpy:
1.19.5 -> 1.22.0rc1
| No | Proof of Concept | 578/1000
Why? Proof of Concept exploit, Recently disclosed, Has a fix available, CVSS 3.7 | Denial of Service (DoS)
SNYK-PYTHON-NUMPY-2321970 | numpy:
1.19.5 -> 1.22.0rc1
| No | Proof of Concept

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the effected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

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🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.
sympy 1.5.1 requires mpmath, which is not installed.
coremltools 6.1 requires protobuf, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 551/1000
Why? Recently disclosed, Has a fix available, CVSS 5.3 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-SETUPTOOLS-3180412 | setuptools:
39.0.1 -> 65.5.1
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Regular Expression Denial of Service (ReDoS)

This PR was automatically created by Snyk using the credentials of a real user.

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires numpy, which is not installed.
torchvision 0.5.0 requires pillow, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 441/1000
Why? Recently disclosed, Has a fix available, CVSS 3.1 | Regular Expression Denial of Service (ReDoS)
SNYK-PYTHON-SETUPTOOLS-3113904 | setuptools:
39.0.1 -> 65.5.1
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

📚 Read more about Snyk's upgrade and patch logic

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Regular Expression Denial of Service (ReDoS)

Snyk has created this PR to fix one or more vulnerable packages in the `pip` dependencies of this project.

Changes included in this PR

• Changes to the following files to upgrade the vulnerable dependencies to a fixed version:
  • requirements.txt

torchvision 0.5.0 requires pillow, which is not installed.
sympy 1.5.1 requires mpmath, which is not installed.
coremltools 6.0 requires protobuf, which is not installed.

Vulnerabilities that will be fixed

By pinning:

Severity | Priority Score (*) | Issue | Upgrade | Breaking Change | Exploit Maturity :-------------------------:|-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | 571/1000
Why? Recently disclosed, Has a fix available, CVSS 5.7 | Denial of Service (DoS)
SNYK-PYTHON-PROTOBUF-3031740 | protobuf:
3.20.1 -> 3.20.2
| No | No Known Exploit

(*) Note that the real score may have changed since the PR was raised.

Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

Check the changes in this PR to ensure they won't cause issues with your project.

Note: You are seeing this because you or someone else with access to this repository has authorized Snyk to open fix PRs.

For more information: 🧐 View latest project report

🛠 Adjust project settings

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Learn how to fix vulnerabilities with free interactive lessons:

🦉 Learn about vulnerability in an interactive lesson of Snyk Learn.