Bloom Zh 3B Chat by ikala

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  Autotrain compatible   Bloom Dataset:anon8231489123/sharegp... Dataset:databricks/databricks-...   Dataset:lium/tedlium   Dataset:openassistant/oasst1 Dataset:theblackcat102/joke ex...   En   Endpoints compatible   Ja   Pytorch   Region:us   Safetensors   Sft   Zh
Model Card on HF ๐Ÿค—: https://huggingface.co/ikala/bloom-zh-3b-chat 

Bloom Zh 3B Chat Benchmarks

Bloom Zh 3B Chat (ikala/bloom-zh-3b-chat)

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:
NVIDIA RTX A6000 x 4
Input Output 
Input Format:
<|prompter|> followed by input and ends with <|assistant|> followed by <|assistant|>.
Output Format:
Text generation.
LLM NameBloom Zh 3B Chat
Repository ๐Ÿค—https://huggingface.co/ikala/bloom-zh-3b-chat 
Model Size3b
Required VRAM6 GB
Updated2024-12-26
Maintainerikala
Model Typebloom
Model Files  6.0 GB
Supported Languagesen zh ja
Model ArchitectureBloomForCausalLM
Licensebigscience-openrail-m
Transformers Version4.28.0.dev0
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250688
Torch Data Typefloat16

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Rank the Bloom Zh 3B Chat Capabilities

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217