Bloomz 7b1 Mt Sft Chat is an open-source language model by cmarkea. Features: 7.1b LLM, VRAM: 14.2GB, License: bigscience-bloom-rail-1.0, LLM Explorer Score: 0.12, Arc: 44, HellaSwag: 62.6, MMLU: 38.6, GSM8K: 0.5.
Bloomz 7b1 Mt Sft Chat Parameters and Internals
Model Type Use Cases
Areas: research, commercial applications
Applications: chatbots, text generation tasks
Primary Use Cases: Limitations: Performance in languages other than French and English is not guaranteed., Degradation in performance due to change in datatype from float16 to bfloat16.
Additional Notes The tokenizer designed for multilingual contexts improves efficiency.
Supported Languages French (fluent), English (fluent)
Training Details
Data Sources: ehartford/wizard_vicuna_70k_unfiltered, shahules786/orca-chat, timdettmers/openassistant-guanaco, laion/OIG
Data Volume: Methodology: Fine-tuned on French and English data
Context Length: Hardware Used: 1 x A100 40GB, 4 x A100 40GB
Model Architecture: Transposition from float16 to bfloat16 for improved efficiency
Input Output
Input Format: Accepted Modalities: Output Format: Text response with chatbot capabilities
Performance Tips: Precede individual prompt by EOS token (</s>) and generated part by BOS token (<s>).
Release Notes
Version: Date: Notes: Fine-tuned model for chatbot applications in French and English.
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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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