Bloom Zh 3B Chat is an open-source language model by ikala. Features: 3b LLM, VRAM: 6GB, License: bigscience-openrail-m, LLM Explorer Score: 0.12, Arc: 38.8, HellaSwag: 54.7, MMLU: 31.6, GSM8K: 0.5.
Bloom Zh 3B Chat Parameters and Internals
Model Type Transformer-based Language Model
Additional Notes It is based on a Bloom-zh's 3B that was fine-tuned on human demonstrations of assistant conversations.
Supported Languages en (English), zh (Chinese), ja (Japanese)
Training Details
Data Sources: OpenAssistant/oasst1, databricks/databricks-dolly-15k, anon8231489123/ShareGPT_Vicuna_unfiltered, LIUM/tedlium, theblackcat102/joke_explaination
Methodology: supervised finetune on sequence length of 5120
Hardware Used:
Input Output
Input Format: <|prompter|> followed by input and ends with <|assistant|> followed by <|assistant|>.
Output Format:
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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
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Multi-Language Support and Translation
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