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Tora Code 13B V1.0 by llm-agents

 »  All LLMs  »  llm-agents  »  Tora Code 13B V1.0   URL Share it on

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  Arxiv:2309.17452   Autotrain compatible   Code   Codegen   Dataset:competition math   Dataset:gsm8k   En   Endpoints compatible   Llama   Math   Pytorch   Region:us   Sharded

Tora Code 13B V1.0 Benchmarks

ARC: 44.45 vs 96.7 (so35)-54%
HellaSwag: 69.29 vs 95.3 (gpt4)-27.3%
MMLU: 36.67 vs 88.3 (so35)-58.5%
TruthfulQA: 34.98 vs 59 (gpt4)-40.7%
WinoGrande: 62.59 vs 87.5 (gpt4)-28.5%
GSM8K: 8.19 vs 96.4 (so35)-91.5%
LLME Score: 0.21132
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Tora Code 13B V1.0 Parameters and Internals

LLM NameTora Code 13B V1.0
Repository 🤗https://huggingface.co/llm-agents/tora-code-13b-v1.0 
Model Size13b
Required VRAM26 GB
Updated2024-09-16
Maintainerllm-agents
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 Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typebfloat16
Tora Code 13B V1.0 (llm-agents/tora-code-13b-v1.0)

Quantized Models of the Tora Code 13B V1.0

Model
Likes
Downloads
VRAM
Tora Code 13B V1.0 GGUF31225 GB
Tora Code 13B V1.0 AWQ1107 GB
Tora Code 13B V1.0 GPTQ0127 GB

Best Alternatives to Tora Code 13B V1.0

Best Alternatives
Context / RAM
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NexusRaven V2 13B16K / 26 GB12936457
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CodeLlama 13B Instruct Hf16K / 26 GB202710
CodeLlama 13B Hf16K / 26 GB15294
...ma 13B Hf Truncated Embeddings16K / 52.3 GB50
CodeLlama 13B Python Hf16K / 26 GB4002
CodeLlama 13B Python Hf16K / 26 GB104447
Codellama 13B Oasst Sft V1016K / 25.9 GB139366
TableLLM 13B16K / 26 GB30719
Note: green Score (e.g. "73.2") means that the model is better than llm-agents/tora-code-13b-v1.0.

Rank the Tora Code 13B V1.0 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 v2024072803
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