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Vecteus V1 by Local-Novel-LLM-project

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  Autotrain compatible   Conversational   En   Endpoints compatible   Finetuned   Ja   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Local-Novel-LLM-project/Vecteus-v1 

Vecteus V1 Benchmarks

LLME Score: 0.19676
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Vecteus V1 (Local-Novel-LLM-project/Vecteus-v1)

Vecteus V1 Parameters and Internals

Model Type 
text-generation
Additional Notes 
The training data may be biased. Be careful with the generated sentences. Memory usage may be large for long inferences. If possible, we recommend inferring with llamacpp rather than Transformers.
Supported Languages 
en (high), ja (high)
Training Details 
Methodology:
Chatvector for multiple models, Simple linear merging of result models, Domain and Sentence Enhancement with LORA, Context expansion
Context Length:
128000
Hardware Used:
GPUs from the first LocalAI hackathon
LLM NameVecteus V1
Repository 🤗https://huggingface.co/Local-Novel-LLM-project/Vecteus-v1 
Model Size7.2b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerLocal-Novel-LLM-project
Model Typemistral
Model Files  9.9 GB: 1-of-2   4.6 GB: 2-of-2
Supported Languagesen ja
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.1
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 Local-Novel-LLM-project/Vecteus-v1.

Rank the Vecteus V1 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  

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Release v20241227
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