OpenMath CodeLlama 13B Python Hf By nvidia: Benchmarks, Features and Detailed Analysis. Insights on OpenMath CodeLlama 13B Python Hf.

Arxiv:2402.10176 Autotrain compatible Base model:codellama/codellama... Base model:finetune:codellama/... Code Codegen Dataset:nvidia/openmathinstruc... En Endpoints compatible Llama Math Nvidia Region:us Safetensors Sharded Tensorflow

OpenMath CodeLlama 13B Python Hf Benchmarks

LLME Score: 0.19225

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

OpenMath CodeLlama 13B Python Hf Parameters and Internals

LLM Name	OpenMath CodeLlama 13B Python Hf
Repository 🤗	https://huggingface.co/nvidia/OpenMath-CodeLlama-13b-Python-hf
Base Model(s)	CodeLlama 13B Python Hf codellama/CodeLlama-13b-Python-hf
Model Size	13b
Required VRAM	26 GB
Updated	2024-09-18
Maintainer	nvidia
Model Type	llama
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3
Supported Languages	en
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.37.2
Tokenizer Class	CodeLlamaTokenizer
Vocabulary Size	32000
Torch Data Type	bfloat16

OpenMath CodeLlama 13B Python Hf (nvidia/OpenMath-CodeLlama-13b-Python-hf)

Quantized Models of the OpenMath CodeLlama 13B Python Hf

Model	Likes	Downloads	VRAM
...th CodeLlama 13B Python Hf AWQ	0	5	7 GB

Best Alternatives to OpenMath CodeLlama 13B Python Hf

Best Alternatives	Context / RAM	Downloads	Likes
NexusRaven V2 13B	16K / 26 GB	10816	458
CodeLlama 13B Instruct Hf	16K / 26 GB	16167	142
CodeLlama 13B Hf	16K / 26 GB	13708	100
CodeLlama 13B Instruct Hf	16K / 26 GB	2027	10
CodeLlama 13B Hf	16K / 26 GB	1529	4
...ma 13B Hf Truncated Embeddings	16K / 52.3 GB	5	0
CodeLlama 13B Python Hf	16K / 26 GB	400	2
Tora Code 13B V1.0	16K / 26 GB	698	14
TableLLM 13B	16K / 26 GB	516	19
CodeLlama 13B Python Hf	16K / 26 GB	1018	47

Note: green Score (e.g. "73.2") means that the model is better than nvidia/OpenMath-CodeLlama-13b-Python-hf.

Rank the OpenMath CodeLlama 13B Python Hf Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.

Release v2024072803

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