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

Llama 3 SauerkrautLM 8B Instruct EXL2 by mayflowergmbh

 »  All LLMs  »  mayflowergmbh  »  Llama 3 SauerkrautLM 8B Instruct EXL2   URL Share it on

  7   
  5-bit   Autotrain compatible   Conversational   De   Dpo   En   Endpoints compatible   Exl2   Instruct   Llama   Quantized   Region:us   Safetensors   Two stage dpo
Model Card on HF 🤗: https://huggingface.co/mayflowergmbh/Llama-3-SauerkrautLM-8b-Instruct-EXL2 

Llama 3 SauerkrautLM 8B Instruct EXL2 Benchmarks

ARC: 73.72 vs 96.7 (so35)-23.8%
HellaSwag: 89.41 vs 95.3 (gpt4)-6.2%
MMLU: 68.07 vs 88.3 (so35)-22.9%
TruthfulQA: 66.25 vs 59 (gpt4)12.3%
WinoGrande: 80.03 vs 87.5 (gpt4)-8.5%
GSM8K: 64.97 vs 96.4 (so35)-32.6%
LLME Score: 0.19867
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 SauerkrautLM 8B Instruct EXL2 (mayflowergmbh/Llama-3-SauerkrautLM-8b-Instruct-EXL2)

Llama 3 SauerkrautLM 8B Instruct EXL2 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Applications:
Business applications
Primary Use Cases:
Language understanding and generation
Additional Notes 
Due to inherent limitations, possibly uncensored content cannot be completely ruled out. Licensing does not constitute legal advice.
Supported Languages 
German (Proficient), English (Proficient)
Training Details 
Data Sources:
German curated data
Data Volume:
70k for first epoch and 20k for second epoch
Methodology:
Two-stage DPO Fine-Tuning
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>system<|end_header_id|> user<|eot_id|><|start_header_id|>user<|end_header_id|> Input<|eot_id|><|start_header_id|>assistant<|end_header_id|>
Accepted Modalities:
Text
LLM NameLlama 3 SauerkrautLM 8B Instruct EXL2
Repository 🤗https://huggingface.co/mayflowergmbh/Llama-3-SauerkrautLM-8b-Instruct-EXL2 
Base Model(s)  ...ama 3 SauerkrautLM 8B Instruct   VAGOsolutions/Llama-3-SauerkrautLM-8b-Instruct
Model Size8b
Required VRAM5.8 GB
Updated2024-12-22
Maintainermayflowergmbh
Model Typellama
Instruction-BasedYes
Model Files  5.8 GB
Supported Languagesde en
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Llama 3 SauerkrautLM 8B Instruct EXL2

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB152
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB121
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB82
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB1425
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB3417
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB143
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB91
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB141
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB91
Note: green Score (e.g. "73.2") means that the model is better than mayflowergmbh/Llama-3-SauerkrautLM-8b-Instruct-EXL2.

Rank the Llama 3 SauerkrautLM 8B Instruct EXL2 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? 40066 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 v20241217
  Support LLM Explorer