Instructions to use SOTAagi2030/LatestModel-FinalCheckpoint with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SOTAagi2030/LatestModel-FinalCheckpoint with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="SOTAagi2030/LatestModel-FinalCheckpoint")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("SOTAagi2030/LatestModel-FinalCheckpoint") model = AutoModel.from_pretrained("SOTAagi2030/LatestModel-FinalCheckpoint", device_map="auto") - Notebooks
- Google Colab
- Kaggle
LatestModel
1. Introduction
LatestModel represents our most recent release, trained with the latest techniques and data. This checkpoint is the most up-to-date version of our training run.
This model is the final checkpoint from our complete training run, offering the most comprehensive coverage of our training data.
2. Evaluation Results
Comprehensive Benchmark Results
| Benchmark | ModelA | ModelB | LatestModel | |
|---|---|---|---|---|
| Core Reasoning Tasks | Math Reasoning | 0.510 | 0.535 | 0.550 |
| Logical Reasoning | 0.789 | 0.801 | 0.819 | |
| Common Sense | 0.716 | 0.702 | 0.736 | |
| Language Understanding | Reading Comprehension | 0.671 | 0.685 | 0.700 |
| Question Answering | 0.582 | 0.599 | 0.607 | |
| Text Classification | 0.803 | 0.811 | 0.828 | |
| Sentiment Analysis | 0.777 | 0.781 | 0.792 | |
| Generation Tasks | Code Generation | 0.615 | 0.631 | 0.650 |
| Creative Writing | 0.588 | 0.579 | 0.610 | |
| Dialogue Generation | 0.621 | 0.635 | 0.644 | |
| Summarization | 0.745 | 0.755 | 0.767 | |
| Specialized Capabilities | Translation | 0.782 | 0.799 | 0.804 |
| Knowledge Retrieval | 0.651 | 0.668 | 0.676 | |
| Instruction Following | 0.733 | 0.749 | 0.758 | |
| Safety Evaluation | 0.718 | 0.701 | 0.739 |
Overall Performance Summary
LatestModel achieves strong results across all evaluated benchmarks as our most recent trained model.
3. How to Use
Please refer to our code repository for usage instructions.
System Prompt
You are LatestModel, a helpful AI assistant.
Today is {current date}.
Temperature
We recommend setting the temperature to 0.6.
4. License
This repository is licensed under the MIT License.
5. Contact
If you have questions, please raise an issue on our GitHub repository.
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