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Ds Coder Adamw Iter4 by yiran-wang3

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  Alignment-handbook   Autotrain compatible Base model:finetune:yiran-wang... Base model:yiran-wang3/ds code...   Codegen   Conversational Dataset:self-generate/ds coder...   Dpo   Endpoints compatible   Generated from trainer   Llama   Region:us   Safetensors   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/yiran-wang3/ds_coder_adamw_iter4 

Ds Coder Adamw Iter4 Benchmarks

LLME Score: 0.25205
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ds Coder Adamw Iter4 (yiran-wang3/ds_coder_adamw_iter4)

Ds Coder Adamw Iter4 Parameters and Internals

LLM NameDs Coder Adamw Iter4
Repository 🤗https://huggingface.co/yiran-wang3/ds_coder_adamw_iter4 
Base Model(s)  Ds Coder Adamw Iter3   yiran-wang3/ds_coder_adamw_iter3
Model Size6.9b
Required VRAM13.9 GB
Updated2024-12-05
Maintaineryiran-wang3
Model Typellama
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.9 GB: 3-of-3   0.0 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.45.0
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than yiran-wang3/ds_coder_adamw_iter4.

Rank the Ds Coder Adamw Iter4 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 v20241217
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