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Meltemi 7B V1.5 by ilsp

By ilsp · 16 downloads

Meltemi 7B V1.5 is an open-source language model by ilsp. Features: 7b LLM, VRAM: 15GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.14.

  Arxiv:1803.05457   Arxiv:1905.07830   Arxiv:2009.03300   Arxiv:2109.07958   Arxiv:2308.16884   Arxiv:2407.20743   El   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF πŸ€—: https://huggingface.co/ilsp/Meltemi-7B-v1.5 

Meltemi 7B V1.5 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
text generation
Primary Use Cases:
Language understanding and reasoning, Question answering
Limitations:
May generate misleading or harmful content
Considerations:
Aligned with human preferences but still can produce toxic content
Additional Notes 
Developed using Amazon's cloud services provided via GRNET under the OCRE Cloud framework.
Supported Languages 
el (high), en (medium)
Training Details 
Data Sources:
Greek monolingual data, English monolingual data, Greek-English parallel data
Data Volume:
55 billion tokens
Methodology:
Continual pretraining with proficiency for Greek
Context Length:
8192
Training Time:
Less than 2/3rds the time of Meltemi 7B v1
Hardware Used:
Amazon Web Services
Model Architecture:
Based on Mistral 7B with extended vocabulary for Greek
Input Output 
Input Format:
Tokenized prompts with BOS token
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Ensure BOS token is included in tokenized prompts
LLM NameMeltemi 7B V1.5
Repository πŸ€—https://huggingface.co/ilsp/Meltemi-7B-v1.5 
Model Size7b
Required VRAM15 GB
Updated2026-07-15
Maintainerilsp
Model Typemistral
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   4.6 GB: 3-of-4   0.5 GB: 4-of-4
Supported Languagesel en
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.2
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size61384
Torch Data Typebfloat16

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