Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 By dhmeltzer: Benchmarks, Features and Detailed Analysis. Insights on Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16.

Adapter Base model:meta-llama/llama-2-... Finetuned Lora Peft Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/dhmeltzer/Llama-2-13b-hf-ds_eli5_1024_r_64_alpha_16

Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 Benchmarks

ARC: 60.41 vs 96.7 (so35)^-37.5%

HellaSwag: 82.58 vs 95.3 (gpt4)^-13.3%

MMLU: 55.86 vs 88.3 (so35)^-36.7%

TruthfulQA: 43.61 vs 59 (gpt4)^-26.1%

WinoGrande: 76.72 vs 87.5 (gpt4)^-12.3%

GSM8K: 8.49 vs 96.4 (so35)^-91.2%

LLME Score: 0.13574

^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)

Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 (dhmeltzer/Llama-2-13b-hf-ds_eli5_1024_r_64_alpha_16)

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Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 Parameters and Internals

LLM Name	Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16
Repository 🤗	https://huggingface.co/dhmeltzer/Llama-2-13b-hf-ds_eli5_1024_r_64_alpha_16
Base Model(s)	Llama 2 13B Hf meta-llama/Llama-2-13b-hf
Model Size	13b
Required VRAM	1 GB
Updated	2024-07-17
Maintainer	dhmeltzer
Model Files	1.0 GB 1.0 GB 0.0 GB
Model Architecture	Adapter
Is Biased	none
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	gate_proj\|down_proj\|up_proj\|v_proj\|q_proj\|k_proj\|o_proj
LoRA Alpha	16
LoRA Dropout	0.1
R Param	64

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Note: green Score (e.g. "73.2") means that the model is better than dhmeltzer/Llama-2-13b-hf-ds_eli5_1024_r_64_alpha_16.

Rank the Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 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 v20241124

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Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 by dhmeltzer

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Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 Benchmarks

Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 Parameters and Internals

Best Alternatives to Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16

Rank the Llama 2 13B Hf Ds Eli5 1024 R 64 Alpha 16 Capabilities

What open-source LLMs or SLMs are you in search of? 50230 in total.