Dlite V2 124M is an open-source language model by aisquared. Features: 124m LLM, VRAM: 0.3GB, License: apache-2.0, LLM Explorer Score: 0.11, Arc: 24, HellaSwag: 31.1, MMLU: 25.3.
Dlite V2 124M Parameters and Internals
Model Type Use Cases
Limitations: Factual inaccuracies, Biases, Offensive responses, Toxicity, Hallucinations
Considerations: Exercise good judgment when applying this technology.
Additional Notes DLite is an experimental technology and is not designed for use in any environment without significant testing and safety consideration.
Supported Languages Training Details
Data Sources: Databricks' 'Dolly 15k' Dataset
Data Volume: Methodology: Fine-tuned on a single GPU
Hardware Used:
Input Output
Performance Tips: Including torch_dtype=torch.bfloat16 is generally recommended.
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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation
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