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Qwen2 7B Instruct IFRS Accountant 16B by dbands

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  Accounting   Autotrain compatible Base model:dbands/qwen2-7b-ins... Base model:finetune:dbands/qwe...   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/dbands/Qwen2-7B-Instruct-IFRS-Accountant-16B 

Qwen2 7B Instruct IFRS Accountant 16B Benchmarks

LLME Score: 0.19632
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2 7B Instruct IFRS Accountant 16B (dbands/Qwen2-7B-Instruct-IFRS-Accountant-16B)

Qwen2 7B Instruct IFRS Accountant 16B Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, qwen2, trl, accounting
Use Cases 
Primary Use Cases:
Automation of agents in an accounting environment
Considerations:
Indicate where the model might not be technically correct in its responses.
Additional Notes 
This model has not been trained on GAAP and is intended as a base model to enable automation in an accounting context, addressing complex problems and IFRS decision requirements. Not production ready.
Supported Languages 
en (Fluent)
Training Details 
Methodology:
Self-curated chain of thought
LLM NameQwen2 7B Instruct IFRS Accountant 16B
Repository 🤗https://huggingface.co/dbands/Qwen2-7B-Instruct-IFRS-Accountant-16B 
Base Model(s)  ...B Instruct IFRS Accountant 16B   dbands/Qwen2-7B-Instruct-IFRS-Accountant-16B
Model Size7b
Required VRAM15.2 GB
Updated2025-06-01
Maintainerdbands
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.3 GB: 3-of-4   1.1 GB: 4-of-4
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than dbands/Qwen2-7B-Instruct-IFRS-Accountant-16B.

Rank the Qwen2 7B Instruct IFRS Accountant 16B 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 v20241227
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