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SeaLLM 7B V2.5 by SeaLLMs

 »  All LLMs  »  SeaLLMs  »  SeaLLM 7B V2.5   URL Share it on

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  Arxiv:2306.05179   Arxiv:2312.00738   Autotrain compatible   Conversational   En   Endpoints compatible   Gemma   Id   Km   Lo   Ms   Multilingual   My   Region:us   Safetensors   Sea   Sharded   Tensorflow   Th   Tl   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/SeaLLMs/SeaLLM-7B-v2.5 

SeaLLM 7B V2.5 Benchmarks

MMLU Pro: 24.48
GPQA: 3.47
MUSR: 11.61
BBH: 28.74
IFEval: 45.22 vs 88 (so35)-48.6%
ARC: 63.48 vs 96.7 (so35)-34.4%
HellaSwag: 81.54 vs 95.3 (gpt4)-14.4%
MMLU: 64.93 vs 88.3 (so35)-26.5%
TruthfulQA: 53.78 vs 59 (gpt4)-8.8%
WinoGrande: 76.32 vs 87.5 (gpt4)-12.8%
GSM8K: 74.37 vs 96.4 (so35)-22.9%
MATH Lvl 5: 0.08
LLME Score: 0.32189
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
SeaLLM 7B V2.5 (SeaLLMs/SeaLLM-7B-v2.5)

SeaLLM 7B V2.5 Parameters and Internals

LLM NameSeaLLM 7B V2.5
Repository 🤗https://huggingface.co/SeaLLMs/SeaLLM-7B-v2.5 
Model Size7b
Required VRAM17.1 GB
Updated2024-12-21
MaintainerSeaLLMs
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4
Supported Languagesen zh vi id th ms km lo my tl
Model ArchitectureGemmaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the SeaLLM 7B V2.5

Model
Likes
Downloads
VRAM
SeaLLM 7B V2.5 AWQ22257 GB
SeaLLM 7B V2.5 AWQ0145 GB
...ary Vietnamese Article V1 Gguf0165 GB
...LM 7B V2.5 ORPO SARAA M 1 GGUF0115 GB
...aLLM 7B V2.5 ORPO SARAA S GGUF0115 GB
...aLLM 7B V2.5 ORPO SARAA M.GGUF095 GB
...aLLM 7B V2.5 ORPO SARAA M GGUF099 GB
SeaLLM 7B V2.5 4bit0185 GB

Best Alternatives to SeaLLM 7B V2.5

Best Alternatives
Context / RAM
Downloads
Likes
Kaggle Math Model Gemma V112K / 17.1 GB240
Gemma 1.1 7B It8K / 17.1 GB15665267
SauerkrautLM Gemma 7B8K / 17.1 GB777813
Zephyr 7B Gemma V0.18K / 17.1 GB763121
... Codegemma 2 7B It Alpaca V1.38K / 17.1 GB190
Codegemma 7B8K / 17.1 GB3463170
Codegemma 7B It8K / 17.1 GB1964205
DiscoPOP Zephyr 7B Gemma8K / 17.1 GB708536
Gemma 7B Openhermes V0.808K / 17 GB74681
Gemma 1.1 7B It8K / 17.1 GB74343
Note: green Score (e.g. "73.2") means that the model is better than SeaLLMs/SeaLLM-7B-v2.5.

Rank the SeaLLM 7B V2.5 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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
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