LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

SeaLLM 7B V2.5 by SeaLLMs

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

  13767   
  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

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: 0.32499
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 Parameters and Internals

LLM NameSeaLLM 7B V2.5
Repository 🤗https://huggingface.co/SeaLLMs/SeaLLM-7B-v2.5 
Model Size7b
Required VRAM17.1 GB
Updated2024-11-21
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
SeaLLM 7B V2.5 (SeaLLMs/SeaLLM-7B-v2.5)

Quantized Models of the SeaLLM 7B V2.5

Model
Likes
Downloads
VRAM
SeaLLM 7B V2.5 AWQ21567 GB
SeaLLM 7B V2.5 AWQ095 GB
...LM 7B V2.5 ORPO SARAA M 1 GGUF0135 GB
...aLLM 7B V2.5 ORPO SARAA M GGUF0179 GB
...aLLM 7B V2.5 ORPO SARAA M.GGUF0115 GB
...ary Vietnamese Article V1 Gguf065 GB
...aLLM 7B V2.5 ORPO SARAA S 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 GB16633265
Codegemma 7B It8K / 17.1 GB28375201
Zephyr 7B Gemma V0.18K / 17.1 GB970121
SauerkrautLM Gemma 7B8K / 17.1 GB691913
Codegemma 7B8K / 17.1 GB5959166
DiscoPOP Zephyr 7B Gemma8K / 17.1 GB516936
Gemma 7B Aps It8K / 17.1 GB18524
Gemma Mling 7B8K / 17.8 GB181713
Gemma 7B Openhermes V0.808K / 17 GB57051
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  

What open-source LLMs or SLMs are you in search of? 38149 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
  Support LLM Explorer