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ValidateAI 3 33B Ties by arvindanand

 »  All LLMs  »  arvindanand  »  ValidateAI 3 33B Ties   URL Share it on

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  Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Codefuse-ai/codefuse-deepseek-...   Codegen   Conversational Deepseek-ai/deepseek-coder-33b...   Endpoints compatible   Instruct   Lazymergekit   Llama   Merge   Mergekit   Region:us   Safetensors   Sharded   Tensorflow   Wizardlm/wizardcoder-33b-v1.1
Model Card on HF 🤗: https://huggingface.co/arvindanand/ValidateAI-3-33B-Ties 

ValidateAI 3 33B Ties Benchmarks

ARC: 45.99 vs 96.7 (so35)-52.4%
HellaSwag: 61.71 vs 95.3 (gpt4)-35.2%
MMLU: 44.04 vs 88.3 (so35)-50.1%
TruthfulQA: 42.26 vs 59 (gpt4)-28.4%
WinoGrande: 63.06 vs 87.5 (gpt4)-27.9%
GSM8K: 39.8 vs 96.4 (so35)-58.7%
LLME Score: 0.21784
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ValidateAI 3 33B Ties (arvindanand/ValidateAI-3-33B-Ties)

ValidateAI 3 33B Ties Parameters and Internals

LLM NameValidateAI 3 33B Ties
Repository 🤗https://huggingface.co/arvindanand/ValidateAI-3-33B-Ties 
Base Model(s)  Deepseek Coder 33B Instruct   deepseek-ai/deepseek-coder-33b-instruct
Model Size33b
Required VRAM66.5 GB
Updated2024-12-26
Maintainerarvindanand
Model Typellama
Instruction-BasedYes
Model Files  9.7 GB: 1-of-7   9.8 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   7.6 GB: 7-of-7
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
Vocabulary Size32256
Torch Data Typefloat16

Best Alternatives to ValidateAI 3 33B Ties

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Context / RAM
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Deepseek Wizard 33B Slerp16K / 35.3 GB180
Deepseek Coder 33B Instruct16K / 66.5 GB3769463
ValidateAI 2 33B AT16K / 66.5 GB230
...epseek Coder 33B Instruct AQLM2K / 9.6 GB123
...er 33B Instruct 4.0bpw H6 EXL216K / 17.1 GB105
...er 33B Instruct 3.0bpw H6 EXL216K / 13 GB201
...er 33B Instruct 8.0bpw H8 EXL216K / 33.6 GB103
...er 33B Instruct 5.0bpw H6 EXL216K / 21.2 GB151
...r 33B Instruct 4.65bpw H6 EXL216K / 19.8 GB111
...eepseek Coder 33B Instruct AWQ16K / 18.1 GB832634
Note: green Score (e.g. "73.2") means that the model is better than arvindanand/ValidateAI-3-33B-Ties.

Rank the ValidateAI 3 33B Ties 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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