Yarn Llama 2 7B 64K GGML By TheBloke: Benchmarks, Features and Detailed Analysis. Insights on Yarn Llama 2 7B 64K GGML.

Arxiv:2309.00071 Base model:finetune:nousresear... Base model:nousresearch/yarn-l... Dataset:pg19 Ggml Llama Quantized Region:us Yarn

Model Card on HF 🤗: https://huggingface.co/TheBloke/Yarn-Llama-2-7B-64K-GGML

Yarn Llama 2 7B 64K GGML Benchmarks

LLME Score: 0.12633

^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)

Yarn Llama 2 7B 64K GGML (TheBloke/Yarn-Llama-2-7B-64K-GGML)

Yarn Llama 2 7B 64K GGML Parameters and Internals

Model Type

llama

Use Cases

Areas:

research

Applications:

language modeling, natural language processing

Primary Use Cases:

long context language modeling

Additional Notes

The model has been quantized by TheBloke to different formats for performance optimization.

Training Details

Data Sources:

PG19 dataset

Methodology:

Further pretraining for long context support

Context Length:

64000

LLM Name	Yarn Llama 2 7B 64K GGML
Repository 🤗	https://huggingface.co/TheBloke/Yarn-Llama-2-7B-64K-GGML
Model Name	Yarn Llama 2 7B 64K
Model Creator	NousResearch
Base Model(s)	Yarn Llama 2 7B 64K NousResearch/Yarn-Llama-2-7b-64k
Model Size	7b
Required VRAM	2.9 GB
Updated	2025-02-23
Maintainer	TheBloke
Model Type	llama
Model Files	2.9 GB 3.6 GB 3.3 GB 3.0 GB 3.8 GB 4.2 GB 4.1 GB 3.8 GB 4.7 GB 5.1 GB 4.8 GB 4.7 GB 5.5 GB 7.1 GB
GGML Quantization	Yes
Quantization Type	ggml
Model Architecture	AutoModel
License	llama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Yarn-Llama-2-7B-64K-GGML.

Rank the Yarn Llama 2 7B 64K GGML 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 v20241227

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Yarn Llama 2 7B 64K GGML by TheBloke

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Yarn Llama 2 7B 64K GGML Benchmarks

Yarn Llama 2 7B 64K GGML Parameters and Internals

Best Alternatives to Yarn Llama 2 7B 64K GGML

Rank the Yarn Llama 2 7B 64K GGML Capabilities

What open-source LLMs or SLMs are you in search of? 43508 in total.