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KafkaLM Mixtral 8x7B V0.2 by seedboxai

 »  All LLMs  »  seedboxai  »  KafkaLM Mixtral 8x7B V0.2   URL Share it on

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  Autotrain compatible   Conversational   De   Deutsch   En   Endpoints compatible   German   Mistral   Mixtral   Moe   Multilingual   Region:us   Safetensors   Seedbox   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/seedboxai/KafkaLM-Mixtral-8x7B-V0.2 

KafkaLM Mixtral 8x7B V0.2 Benchmarks

LLME Score: 0.18935
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
KafkaLM Mixtral 8x7B V0.2 (seedboxai/KafkaLM-Mixtral-8x7B-V0.2)

KafkaLM Mixtral 8x7B V0.2 Parameters and Internals

Model Type 
text generation, multilingual
Use Cases 
Areas:
German-speaking business contexts, German AI community
Considerations:
Especially to be used in German-speaking business contexts where English alone is not sufficient.
Additional Notes 
Proficient and creative model with tendencies to linguistically push boundaries.
Supported Languages 
de (proficient), en (basic)
Training Details 
Data Sources:
seedboxai/multitask_german_examples_32k
Data Volume:
8k filtered version
Methodology:
Finetuned on an ensemble of popular high-quality open-source instruction sets (translated from English to German)
LLM NameKafkaLM Mixtral 8x7B V0.2
Repository 🤗https://huggingface.co/seedboxai/KafkaLM-Mixtral-8x7B-V0.2 
Model Size46.7b
Required VRAM93.6 GB
Updated2025-02-22
Maintainerseedboxai
Model Typemixtral
Model Files  4.9 GB: 1-of-19   5.0 GB: 2-of-19   5.0 GB: 3-of-19   4.9 GB: 4-of-19   5.0 GB: 5-of-19   5.0 GB: 6-of-19   4.9 GB: 7-of-19   5.0 GB: 8-of-19   5.0 GB: 9-of-19   4.9 GB: 10-of-19   5.0 GB: 11-of-19   5.0 GB: 12-of-19   5.0 GB: 13-of-19   4.9 GB: 14-of-19   5.0 GB: 15-of-19   5.0 GB: 16-of-19   4.9 GB: 17-of-19   5.0 GB: 18-of-19   4.2 GB: 19-of-19
Supported Languagesde en
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than seedboxai/KafkaLM-Mixtral-8x7B-V0.2.

Rank the KafkaLM Mixtral 8x7B V0.2 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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Release v20241227
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