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Llama 3.1 Storm 8B GGUF by akjindal53244

 »  All LLMs  »  akjindal53244  »  Llama 3.1 Storm 8B GGUF   URL Share it on

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  Arxiv:1803.05457   Arxiv:2109.07958   Arxiv:2210.09261   Arxiv:2310.16049   Arxiv:2311.07911   Arxiv:2311.12022   Arxiv:2406.01574   Arxiv:2406.06623 Base model:akjindal53244/llama... Base model:quantized:akjindal5...   Conversational   De   En   Endpoints compatible   Es   Fr   Function calling   Gguf   Hi   Instruction following   It   Llama   Llama-3.1   Pt   Quantized   Reasoning   Region:us   Th
Model Card on HF 🤗: https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B-GGUF 

Llama 3.1 Storm 8B GGUF Benchmarks

LLME Score: 0.28109
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 Storm 8B GGUF (akjindal53244/Llama-3.1-Storm-8B-GGUF)

Llama 3.1 Storm 8B GGUF Parameters and Internals

Model Type 
text generation, conversational, instruction following, reasoning, function calling
Use Cases 
Areas:
research, commercial applications
Applications:
instruction following, knowledge-driven QA, reasoning, truthful answer generation, function calling, generalist applications
Primary Use Cases:
instruction-following, knowledge-driven QA benchmarks, reasoning, function-calling
Additional Notes 
Llama-3.1-Storm-8B merges fine-tuned model with Llama-Spark using SLERP to improve characteristics.
Supported Languages 
en (English), de (German), fr (French), it (Italian), pt (Portuguese), hi (Hindi), es (Spanish), th (Thai)
Training Details 
Data Sources:
open-source examples
Data Volume:
~1 million examples selected from ~2.8 million
Methodology:
Self-Curation, Spectrum-based targeted fine-tuning, SLERP model merging
Context Length:
16000
Training Time:
Unknown
Hardware Used:
Unknown
Model Architecture:
Unknown
Input Output 
Input Format:
Prompt input
Accepted Modalities:
text
Output Format:
Generated text
Release Notes 
Version:
Unknown
Date:
Unknown
Notes:
Introduction of GGUF quantized version for use with llama.cpp
LLM NameLlama 3.1 Storm 8B GGUF
Repository 🤗https://huggingface.co/akjindal53244/Llama-3.1-Storm-8B-GGUF 
Base Model(s)  akjindal53244/Llama-3.1-Storm-8B   akjindal53244/Llama-3.1-Storm-8B
Model Size8b
Required VRAM4.9 GB
Updated2025-01-17
Maintainerakjindal53244
Model Typellama
Model Files  4.9 GB   5.7 GB   6.6 GB   8.5 GB
Supported Languagesen de fr it pt hi es th
GGUF QuantizationYes
Quantization Typegguf
Licensellama3.1

Rank the Llama 3.1 Storm 8B GGUF 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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