Instructions to use mazextest2026/MyAwesomeModel-TestRepo-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mazextest2026/MyAwesomeModel-TestRepo-v2 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mazextest2026/MyAwesomeModel-TestRepo-v2", dtype="auto") - Notebooks
- Google Colab
- Kaggle
MyAwesomeModel
Model Description
The MyAwesomeModel v2 (Step 1000) is the best performing model checkpoint from our training process, with an overall evaluation score of 0.710.
Evaluation Results
Comprehensive Benchmark Results
| Benchmark | Model1 | Model2 | Model1-v2 | MyAwesomeModel | |
|---|---|---|---|---|---|
| Core Reasoning Tasks | Math Reasoning | 0.510 | 0.535 | 0.521 | 0.550 |
| Logical Reasoning | 0.789 | 0.801 | 0.810 | 0.819 | |
| Common Sense | 0.716 | 0.702 | 0.725 | 0.736 | |
| Language Understanding | Reading Comprehension | 0.671 | 0.685 | 0.690 | 0.700 |
| Question Answering | 0.582 | 0.599 | 0.601 | 0.607 | |
| Text Classification | 0.803 | 0.811 | 0.820 | 0.828 | |
| Sentiment Analysis | 0.777 | 0.781 | 0.790 | 0.792 | |
| Generation Tasks | Code Generation | 0.615 | 0.631 | 0.640 | 0.650 |
| Creative Writing | 0.588 | 0.579 | 0.601 | 0.610 | |
| Dialogue Generation | 0.621 | 0.635 | 0.639 | 0.644 | |
| Summarization | 0.745 | 0.755 | 0.760 | 0.767 | |
| Specialized Capabilities | Translation | 0.782 | 0.799 | 0.801 | 0.804 |
| Knowledge Retrieval | 0.651 | 0.668 | 0.670 | 0.676 | |
| Instruction Following | 0.733 | 0.749 | 0.751 | 0.758 | |
| Safety Evaluation | 0.718 | 0.701 | 0.725 | 0.739 |
Performance Summary
The model achieves its best performance in:
- Text Classification: 0.828
- Logical Reasoning: 0.819
- Translation: 0.804
- Sentiment Analysis: 0.792
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("mazextest2026/MyAwesomeModel-TestRepo")
tokenizer = AutoTokenizer.from_pretrained("mazextest2026/MyAwesomeModel-TestRepo")
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