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

Gemma 2 27B It by google

 »  All LLMs  »  google  »  Gemma 2 27B It   URL Share it on

  198827   
  Arxiv:1705.03551   Arxiv:1804.06876   Arxiv:1804.09301   Arxiv:1809.02789   Arxiv:1811.00937   Arxiv:1904.09728   Arxiv:1905.07830   Arxiv:1905.10044   Arxiv:1907.10641   Arxiv:1911.01547   Arxiv:1911.11641   Arxiv:2009.03300   Arxiv:2009.11462   Arxiv:2101.11718   Arxiv:2103.03874   Arxiv:2107.03374   Arxiv:2108.07732   Arxiv:2109.07958   Arxiv:2110.08193   Arxiv:2110.14168   Arxiv:2203.09509   Arxiv:2206.04615   Arxiv:2304.06364   Autotrain compatible Base model:finetune:google/gem...   Base model:google/gemma-2-27b   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/google/gemma-2-27b-it 

Gemma 2 27B It Benchmarks

MMLU Pro: 38.35
GPQA: 16.67
MUSR: 9.11
BBH: 49.27
IFEval: 79.78 vs 88 (so35)-9.3%
MATH Lvl 5: 0.76
LLME Score: 0.43493
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 27B It (google/gemma-2-27b-it)

Gemma 2 27B It Parameters and Internals

Model Type 
text-to-text, decoder-only, large language model
Use Cases 
Areas:
Content Creation and Communication, Research and Education
Applications:
Text Generation, Chatbots and Conversational AI, Text Summarization, NLP Research, Language Learning Tools, Knowledge Exploration
Additional Notes 
These models have been trained with open weights for both pre-trained variants and instruction-tuned variants.
Supported Languages 
english (proficient)
Training Details 
Data Sources:
Web Documents, Code, Mathematics
Data Volume:
13 trillion tokens
Hardware Used:
TPU
Safety Evaluation 
Methodologies:
structured evaluations, red-teaming tests
Risk Categories:
child safety, content safety, representational harms, memorization, large-scale harms
Responsible Ai Considerations 
Mitigation Strategies:
Filtering based on content quality and safety.
Input Output 
Input Format:
Text string, such as a question, a prompt, or a document to be summarized.
Accepted Modalities:
text
Output Format:
Generated English-language text in response to the input.
LLM NameGemma 2 27B It
Repository 🤗https://huggingface.co/google/gemma-2-27b-it 
Base Model(s)  Gemma 2 27B   google/gemma-2-27b
Model Size27b
Required VRAM54.7 GB
Updated2025-02-05
Maintainergoogle
Model Typegemma2
Model Files  4.7 GB: 1-of-12   4.9 GB: 2-of-12   4.9 GB: 3-of-12   5.0 GB: 4-of-12   4.9 GB: 5-of-12   4.9 GB: 6-of-12   5.0 GB: 7-of-12   4.9 GB: 8-of-12   4.9 GB: 9-of-12   5.0 GB: 10-of-12   4.9 GB: 11-of-12   0.7 GB: 12-of-12
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.42.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the Gemma 2 27B It

Model
Likes
Downloads
VRAM
...Horizon AI Korean Advanced 27B0237454 GB
Gemma 2 27B It GGUF7186810 GB
Gemma 2 27B It GGUF063610 GB
Gemma 2 27B 4bit04115 GB
Gemma 2 27B 8bit21628 GB

Best Alternatives to Gemma 2 27B It

Best Alternatives
Context / RAM
Downloads
Likes
SystemGemma2 27B It32K / 54.7 GB961
SystemGemma2 27B It32K / 54.7 GB303
Magnum V3 27B Kto8K / 108.2 GB522512
...s Horizon AI Korean Superb 27B8K / 54.8 GB571
Gemma 2 27B8K / 108.3 GB11211194
...izon AI Korean Avengers V3 27B8K / 54.8 GB50
GemmaStock1 27B8K / 54.8 GB70
Gemma2Slerp2 27B8K / 54.8 GB70
Gemma2Slerp3 27B8K / 54.8 GB50
Gemma2SimPO 27B8K / 54.8 GB350

Rank the Gemma 2 27B It 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? 42565 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 v20241227
  Support LLM Explorer