Overview

The cxrbon16/ablation-x-single is an 8 billion parameter language model derived from the ytu-ce-cosmos/Turkish-Llama-8b-v0.1 base model. It was fine-tuned over 2 epochs with a learning rate of 2e-05 and a total batch size of 32, achieving a validation loss of 1.0066. This model appears to be part of an experimental or ablation study, given its naming convention and the limited information provided in the original model card.

Key Characteristics

• Base Model: Fine-tuned from ytu-ce-cosmos/Turkish-Llama-8b-v0.1.
• Parameter Count: 8 billion parameters.
• Context Length: Supports an 8192-token context window.
• Training Details: Trained with a linear learning rate scheduler, 0.03 warmup steps, and AdamW optimizer.

Intended Use Cases

This model is primarily suited for:

• Research and Experimentation: Ideal for researchers studying the effects of fine-tuning on Turkish language models, particularly within the Llama family.
• Ablation Studies: Useful for understanding the contribution of specific training configurations or datasets to model performance.

Due to the limited information provided, its general applicability beyond specific research contexts is not clearly defined.