Trendyol LLM 7B Chat V1.0 is an open-source language model by Trendyol. Features: 7b LLM, VRAM: 14.6GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.13.
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.
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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