WizardCoder Guanaco 15B V1.1 GPTQ is an open-source language model by TheBloke. Features: 15b LLM, VRAM: 9.2GB, License: apache-2.0, Quantized, Code Generating, LLM Explorer Score: 0.12, Arc: 32.6, HellaSwag: 45.4, MMLU: 25.9, GSM8K: 2.9.
WizardCoder Guanaco 15B V1.1 GPTQ Parameters and Internals
| Model Type | |
| Use Cases |
| Areas: | |
| Applications: | | question answering, essay writing, text summarization, translation |
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| Primary Use Cases: | | English language question-answering systems |
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| Limitations: | | Limited in language translation capabilities, Knowledge cutoff at training time |
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| Supported Languages | |
| Training Details |
| Data Sources: | | openassistant-guanaco dataset, GPT-4 generated responses, GPT-3.5-Turbo |
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| Data Volume: | |
| Methodology: | | Fine-tuned on modified openassistant-guanaco dataset focusing on high school and abstract algebra questions |
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| Safety Evaluation |
| Ethical Considerations: | | Model trained only on English data to optimize memory and efficiency. May lack in translation. |
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| Input Output |
| Input Format: | |
| Accepted Modalities: | |
| Output Format: | | Generated text in response to input prompts |
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