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Trendyol LLM 7B Chat V1.0 by Trendyol

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  Autotrain compatible Base model:finetune:trendyol/t... Base model:trendyol/trendyol-l...   Conversational   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow   Tr

Trendyol LLM 7B Chat V1.0 Benchmarks

LLME Score: 0.22185
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Trendyol LLM 7B Chat V1.0 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Limitations:
The model is primarily designed to predict the next token in a text string and may not be reliable across diverse scenarios., Limited performance in understanding and generating slang or informal language.
Supported Languages 
Turkish (standard), English (standard)
Training Details 
Methodology:
The chat version is fine-tuned on 180K instruction sets using LoRA with specific parameters.
Context Length:
1024
Model Architecture:
Auto-regressive language model using an optimized transformer architecture.
Responsible Ai Considerations 
Mitigation Strategies:
Recommendations include human oversight and application-specific testing.
Input Output 
Input Format:
Models input text only.
Output Format:
Models generate text only.
LLM NameTrendyol LLM 7B Chat V1.0
Repository 🤗https://huggingface.co/Trendyol/Trendyol-LLM-7b-chat-v1.0 
Base Model(s)  Trendyol/Trendyol-LLM-7b-base-v1.0   Trendyol/Trendyol-LLM-7b-base-v1.0
Model Size7b
Required VRAM14.6 GB
Updated2024-11-21
MaintainerTrendyol
Model Typemistral
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.8 GB: 3-of-3
Supported Languagestr en
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size44312
Torch Data Typebfloat16
Trendyol LLM 7B Chat V1.0 (Trendyol/Trendyol-LLM-7b-chat-v1.0)

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Note: green Score (e.g. "73.2") means that the model is better than Trendyol/Trendyol-LLM-7b-chat-v1.0.

Rank the Trendyol LLM 7B Chat V1.0 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 v20241110
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