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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: 10.88
LLME Score: 0.28986
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
Updated2025-04-15
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 AWQ207 GB
SeaLLM 7B V2.5 AWQ055 GB
...LM 7B V2.5 ORPO SARAA M 1 GGUF0125 GB
...aLLM 7B V2.5 ORPO SARAA M GGUF0149 GB
...ary Vietnamese Article V1 Gguf055 GB
...aLLM 7B V2.5 ORPO SARAA S GGUF055 GB
...aLLM 7B V2.5 ORPO SARAA M.GGUF055 GB
SeaLLM 7B V2.5 4bit055 GB

Best Alternatives to SeaLLM 7B V2.5

Best Alternatives
Context / RAM
Downloads
Likes
Kaggle Math Model Gemma V112K / 17.1 GB60
Gemma 1.1 7B It8K / 17.1 GB17856271
Zephyr 7B Gemma DPO Avg8K / 17.1 GB150
Zephyr 7B Gemma Rpo Avg8K / 17.1 GB60
... 7B Finetuned Sft Navarasa 2.08K / 34 GB1435319
... Codegemma 2 7B It Alpaca V1.38K / 17.1 GB101
Zephyr 7B Gemma V0.18K / 17.1 GB433124
Codegemma 7B8K / 17.1 GB5924183
SauerkrautLM Gemma 7B8K / 17.1 GB264813
Codegemma 7B It8K / 17.1 GB3514218
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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Release v20241227
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