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RP Coder SM3 by fhai50032

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  110   
  Arxiv:1910.09700   Autotrain compatible   Codegen   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/fhai50032/RP-Coder-SM3 

RP Coder SM3 Benchmarks

ARC: 65.78 vs 96.7 (so35)-32%
HellaSwag: 84.21 vs 95.3 (gpt4)-11.6%
MMLU: 63.28 vs 88.3 (so35)-28.3%
TruthfulQA: 54.12 vs 59 (gpt4)-8.3%
WinoGrande: 82.16 vs 87.5 (gpt4)-6.1%
GSM8K: 59.97 vs 96.4 (so35)-37.8%
LLME Score: 0.19698
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RP Coder SM3 (fhai50032/RP-Coder-SM3)

RP Coder SM3 Parameters and Internals

LLM NameRP Coder SM3
Repository 🤗https://huggingface.co/fhai50032/RP-Coder-SM3 
Model Size7b
Required VRAM14.5 GB
Updated2024-12-22
Maintainerfhai50032
Model Typemistral
Model Files  6.0 GB: 1-of-3   5.9 GB: 2-of-3   2.6 GB: 3-of-3
Generates CodeYes
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to RP Coder SM3

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Context / RAM
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Likes
SpydazWeb AI HumanAI RP512K / 14.4 GB261
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Threebird 7B32K / 14.5 GB270
Mistral 7B Merged32K / 14.5 GB160
Jett W26 Abliterated32K / 14.4 GB151
Jett W2632K / 14.5 GB181
Ultra Llm Merged32K / 14.5 GB150
The Trinity Coder 7B32K / 14.4 GB834
MonarchCoder 7B32K / 14.4 GB771
...Mistral 7B Instruct V0.2 Slerp32K / 14.5 GB291
Note: green Score (e.g. "73.2") means that the model is better than fhai50032/RP-Coder-SM3.

Rank the RP Coder SM3 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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Release v20241217
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