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Leo Hessianai 13B Chat by LeoLM

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  Autotrain compatible   Conversational   Custom code Dataset:freedomintelligence/al... Dataset:freedomintelligence/ev...   Dataset:leolm/german poems   Dataset:leolm/german songs   Dataset:leolm/openschnabeltier   Dataset:openassistant/oasst-de   De   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/LeoLM/leo-hessianai-13b-chat 

Leo Hessianai 13B Chat Benchmarks

LLME Score: 0.13571
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Leo Hessianai 13B Chat (LeoLM/leo-hessianai-13b-chat)

Leo Hessianai 13B Chat Parameters and Internals

Model Type 
Causal decoder-only transformer language model
Use Cases 
Areas:
Open source, Commercial research
Limitations:
Performance on math and advanced reasoning tasks is suboptimal.
Considerations:
The model may produce biased or undesirable outputs.
Supported Languages 
en (unknown), de (unknown)
Training Details 
Data Sources:
LeoLM/OpenSchnabeltier, OpenAssistant/OASST-DE, FreedomIntelligence/alpaca-gpt4-deutsch, FreedomIntelligence/evol-instruct-deutsch, LeoLM/German_Poems, LeoLM/German_Songs
Data Volume:
132,540 samples, 67,530,728 tokens
Methodology:
Continued pretraining and finetuning on instruction datasets
Context Length:
8192
Hardware Used:
HessianAI's supercomputer 42
Model Architecture:
Causal decoder-only transformer
Input Output 
Input Format:
ChatML format
Accepted Modalities:
text
LLM NameLeo Hessianai 13B Chat
Repository 🤗https://huggingface.co/LeoLM/leo-hessianai-13b-chat 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
MaintainerLeoLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen de
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizer
Padding Token<PAD>
Vocabulary Size32128
Torch Data Typefloat16

Quantized Models of the Leo Hessianai 13B Chat

Model
Likes
Downloads
VRAM
Leo Hessianai 13B Chat GGUF62215 GB
Leo Hessianai 13B Chat GPTQ1377 GB
Leo Hessianai 13B Chat AWQ097 GB

Best Alternatives to Leo Hessianai 13B Chat

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB3904466
CodeLlama 13B Instruct Hf16K / 26 GB21714145
CodeLlama 13B MORepair16K / 26 GB262
CodeLlama 13B Instruct Hf16K / 26 GB120520
... Llama 2 13B Instruct Text2sql16K / 26 GB1295727
TableLLM 13B16K / 26 GB25526
NexusRaven 13B16K / 26 GB103102
Panda Coder 13B16K / 26 GB3613
Gen Sim16K / 0.3 GB1432
Llama 3 13B Instruct Ft8K / 26.1 GB72
Note: green Score (e.g. "73.2") means that the model is better than LeoLM/leo-hessianai-13b-chat.

Rank the Leo Hessianai 13B Chat Capabilities

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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 v20241227
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