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Speechless Codellama Airoboros Orca Platypus 13B by speechlessai

 »  All LLMs  »  speechlessai  »  Speechless Codellama Airoboros Orca Platypus 13B   URL Share it on

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  Arxiv:2308.12950   Autotrain compatible   Codegen Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2....   Dataset:open-orca/openorca   En   Endpoints compatible   Llama   Llama2   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/speechlessai/speechless-codellama-airoboros-orca-platypus-13b 

Speechless Codellama Airoboros Orca Platypus 13B Benchmarks

ARC: 44.88 vs 96.7 (so35)-53.6%
HellaSwag: 67.7 vs 95.3 (gpt4)-29%
MMLU: 43.16 vs 88.3 (so35)-51.1%
TruthfulQA: 40.88 vs 59 (gpt4)-30.7%
WinoGrande: 66.14 vs 87.5 (gpt4)-24.4%
GSM8K: 1.82 vs 96.4 (so35)-98.1%
LLME Score: 0.18507
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Speechless Codellama Airoboros Orca Platypus 13B (speechlessai/speechless-codellama-airoboros-orca-platypus-13b)

Speechless Codellama Airoboros Orca Platypus 13B Parameters and Internals

Model Type 
text-generation, code synthesis, code understanding
Use Cases 
Areas:
commercial, research
Applications:
code synthesis, code understanding, code assistant, generation applications
Limitations:
Use in languages other than English, Use in any manner that violates applicable laws or regulations
Considerations:
Consult the Responsible Use Guide for detailed safety and ethical considerations.
Additional Notes 
Trained and fine-tuned using the same data as Llama 2 with different weights. Models input and output text only.
Supported Languages 
en (proficient), programming_language (proficient)
Training Details 
Data Sources:
Llama 2 datasets with different weights
Model Architecture:
auto-regressive language model using an optimized transformer architecture
Responsible Ai Considerations 
Mitigation Strategies:
Developers should perform safety testing and tuning tailored to specific applications of the model.
Input Output 
Input Format:
text only
Output Format:
text only
LLM NameSpeechless Codellama Airoboros Orca Platypus 13B
Repository 🤗https://huggingface.co/speechlessai/speechless-codellama-airoboros-orca-platypus-13b 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
Maintainerspeechlessai
Model Typellama
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   6.2 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length16384
Model Max Length16384
Transformers Version4.32.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32016
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than speechlessai/speechless-codellama-airoboros-orca-platypus-13b.

Rank the Speechless Codellama Airoboros Orca Platypus 13B 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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