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Mistral Turkish V2 by notbdq

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Mistral Turkish V2 is an open-source language model by notbdq. Features: 7b LLM, VRAM: 14.4GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.15.

  4bit   Autotrain compatible   Conversational Dataset:merve/turkish instruct...   En   Endpoints compatible   Instruct   Mistral   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/notbdq/mistral-turkish-v2 

Mistral Turkish V2 Benchmarks

LLME Score: 0.14764
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Turkish V2 (notbdq/mistral-turkish-v2)
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Mistral Turkish V2 Parameters and Internals

Model Type 
text-generation, unsloth, sft
Additional Notes 
The model is fine-tuned using a Turkish instruction dataset.
Supported Languages 
Turkish (native)
Training Details 
Data Sources:
merve/turkish_instructions
Input Output 
Input Format:
Aşağıda bir görevi tanımlayan bir talimat ve daha fazla bağlam sağlayan bir girdi bulunmaktadır. Talebi uygun şekilde tamamlayan bir yanıt yazın.\n\n### Talimat:\n{}\n\n### Girdi:\n{}\n\n### Yanıt:\n{}
Accepted Modalities:
text
Output Format:
text
LLM NameMistral Turkish V2
Repository 🤗https://huggingface.co/notbdq/mistral-turkish-v2 
Base Model(s)  Mistral Turkish   notbdq/mistral-turkish
Model Size7b
Required VRAM14.4 GB
Updated2024-12-23
Maintainernotbdq
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to Mistral Turkish V2

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Mistral 7B Instruct V0.2 Fp1632K / 14.4 GB260
Mistral 7B Instruct V0.2 4bit32K / 4.3 GB1331
...tral 7B Instruct V0.3 Bnb 4bit32K / 4.1 GB3043728
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB41
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1256736
Mixtral V0.3 Full 16bit32K / 14.5 GB60
Mistral 7B Instruct V0.3 4bit32K / 4.1 GB250538
... 7B Instruct V0.3ContinuedFine32K / 14.5 GB130
NaturalLM 7B Instruct32K / 14.5 GB1310
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Note: green Score (e.g. "73.2") means that the model is better than notbdq/mistral-turkish-v2.

Rank the Mistral Turkish V2 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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