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AquilaChat2 34B by BAAI

 »  All LLMs  »  BAAI  »  AquilaChat2 34B   URL Share it on

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  Arxiv:2408.07410   Aquila   Autotrain compatible   Custom code   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/BAAI/AquilaChat2-34B 

AquilaChat2 34B Benchmarks

LLME Score: 0.12919
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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AquilaChat2 34B Parameters and Internals

Model Type 
chat model, language model
Use Cases 
Areas:
research, commercial applications
Limitations:
data leakage problem identified with GSM8K test data included in training dataset
Supported Languages 
en (high), zh (high)
Training Details 
Data Sources:
WTM22 (en-zh), CLUEWSC, Winograd, HellaSwag, OpenBookQA, PIQA, ARC-e, BUSTSM, BoolQ, TruthfulQA, RAFT, ChID, EPRSTMT, TNEWS, OCNLI, SEM-Chinese, MMLU, C-Eval, CMMLU, CSL, HumanEval
Data Volume:
2 trillion tokens
Context Length:
16000
Safety Evaluation 
Findings:
data leakage issue identified with GSM8K
Risk Categories:
misinformation, bias
Input Output 
Input Format:
text input
Accepted Modalities:
text
Output Format:
text output
Release Notes 
Version:
1.2
Date:
2023-10-25
Notes:
AquilaChat2-34B model is based on the previous version and exceeds or matches GPT3.5 in various evaluation dimensions.
LLM NameAquilaChat2 34B
Repository 🤗https://huggingface.co/BAAI/AquilaChat2-34B 
Model Size34b
Required VRAM67.2 GB
Updated2025-06-09
MaintainerBAAI
Model Typeaquila
Model Files  10.0 GB: 1-of-7   9.8 GB: 2-of-7   9.7 GB: 3-of-7   9.7 GB: 4-of-7   9.7 GB: 5-of-7   9.7 GB: 6-of-7   8.6 GB: 7-of-7
Model ArchitectureAquilaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size100008
Torch Data Typebfloat16
AquilaChat2 34B (BAAI/AquilaChat2-34B)

Quantized Models of the AquilaChat2 34B

Model
Likes
Downloads
VRAM
AquilaChat2 34B GGUF320214 GB
AquilaChat2 34B GPTQ23718 GB
AquilaChat2 34B AWQ11719 GB

Best Alternatives to AquilaChat2 34B

Best Alternatives
Context / RAM
Downloads
Likes
AquilaChat2 34B 16K16K / 67.2 GB2725
Aquila2 34B8K / 136.4 GB26117
H2ogpt 16K Aquilachat2 34B4K / 67.2 GB134
AquilaChat2 34B 16K GPTQ4K / 18.7 GB276
AquilaChat2 34B GPTQ4K / 18.7 GB372
AquilaChat2 34B 16K AWQ4K / 19.3 GB174
AquilaChat2 34B AWQ4K / 19.3 GB171
Note: green Score (e.g. "73.2") means that the model is better than BAAI/AquilaChat2-34B.

Rank the AquilaChat2 34B 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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