Athena V4 By IkariDev: Benchmarks, Features and Detailed Analysis. Insights on Athena V4.

Autotrain compatible Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow

Athena V4 Benchmarks

ARC: 62.54 vs 96.7 (so35)^-35.3%

HellaSwag: 84.19 vs 95.3 (gpt4)^-11.7%

MMLU: 57.33 vs 88.3 (so35)^-35.1%

TruthfulQA: 50.87 vs 59 (gpt4)^-13.8%

WinoGrande: 76.48 vs 87.5 (gpt4)^-12.6%

GSM8K: 11.98 vs 96.4 (so35)^-87.6%

LLME Score: 0.19837

^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)

Athena V4 Parameters and Internals

LLM Name	Athena V4
Repository 🤗	https://huggingface.co/IkariDev/Athena-v4
Model Size	13b
Required VRAM	26.7 GB
Updated	2024-09-16
Maintainer	IkariDev
Model Type	llama
Model Files	10.3 GB: 1-of-3 9.9 GB: 2-of-3 6.5 GB: 3-of-3
Model Architecture	LlamaForCausalLM
License	cc-by-nc-4.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.33.3
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Quantized Models of the Athena V4

Model	Likes	Downloads	VRAM
Athena V4 GGUF	9	460	5 GB
Athena V4 GPTQ	7	18	7 GB
Athena V4 AWQ	3	9	7 GB

Best Alternatives to Athena V4

Best Alternatives	Context / RAM	Downloads	Likes
Luminaura RP 13B	128K / 26 GB	5	0
Yarn Llama 2 13B 128K	128K / 26 GB	103	113
Agent Llama2 13B 80K	80K / 26.4 GB	9	0
Chat Llama2 13B 80K	80K / 52.8 GB	7	0
LongAlign 13B 64K	64K / 26 GB	9	12
LongAlign 13B 64K Base	64K / 26 GB	7	3
Openbuddy Llama2 13B V15p1 64K	64K / 26.1 GB	11	4
Openbuddy Llama2 13b64k V15	64K / 26.1 GB	6	1
Yarn Llama 2 13B 64K	64K / 26 GB	33	18
Airoboros L2 13B 2.1 YaRN 64K	64K / 26 GB	15	7

Note: green Score (e.g. "73.2") means that the model is better than IkariDev/Athena-v4.

Rank the Athena V4 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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