Closed shenxiangzhuang closed 2 months ago
The changes involve updates to multiple files in the project, focusing on enhancing the model configuration and initialization processes. Key modifications include the introduction of a new enumeration for model sizes, refactoring of the TextGenerator
class to streamline model loading, and significant alterations to the GPTModel
class to support size-based configuration. Additionally, updates to dependency management and .gitignore
entries were made to improve project organization and maintainability.
File | Change Summary |
---|---|
.gitignore |
Updated to ignore PyTorch model files and directories (*.pt , models/* ). |
pyproject.toml |
Added a comma after the last dependency entry for proper formatting. |
toyllm/model/config.py |
Introduced GPTModelSize enum and updated GPTModelConfig with a new name attribute. Renamed and added model configurations. |
toyllm/model/generate.py |
Refactored TextGenerator to simplify initialization by accepting a gpt_model parameter. |
toyllm/model/gpt.py |
Modified GPTModel to accept model_size parameter and added methods for saving/loading model state. |
toyllm/model/train.py |
Updated to use GPTModelSize for model instantiation and configuration, reflecting changes in model management. |
sequenceDiagram
participant User
participant Train
participant Model
participant Generator
User->>Train: Start training
Train->>Model: Instantiate GPTModel with size
Model->>Model: Load model configuration
Train->>Generator: Instantiate TextGenerator with model
Generator->>Model: Generate text
Model-->>Generator: Return generated text
Generator-->>User: Display generated text
🐇 In the garden of code, changes bloom bright,
With models and sizes, a new guiding light.
Text flows like rivers, smooth and so clear,
As rabbits rejoice, for the updates are here!
Hops of delight in the code's gentle dance,
Celebrate progress, give change a chance! 🌼
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Attention: Patch coverage is 30.00000%
with 42 lines
in your changes missing coverage. Please review.
Project coverage is 37.69%. Comparing base (
d7eb53c
) to head (7c9380f
). Report is 2 commits behind head on master.
Files with missing lines | Patch % | Lines |
---|---|---|
toyllm/model/gpt.py | 16.12% | 26 Missing :warning: |
toyllm/model/generate.py | 7.69% | 12 Missing :warning: |
toyllm/model/train.py | 20.00% | 4 Missing :warning: |
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Close #22
Summary by CodeRabbit
New Features
Bug Fixes
Refactor
TextGenerator
andGPTModel
classes for easier use.Chores
.gitignore
to prevent tracking of PyTorch model files.