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Meta Llama 3 8B InitializedEmbeds by chargoddard

 »  All LLMs  »  chargoddard  »  Meta Llama 3 8B InitializedEmbeds   URL Share it on

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  Arxiv:2203.05482   Autotrain compatible Base model:merge:nousresearch/... Base model:merge:nousresearch/... Base model:nousresearch/meta-l... Base model:nousresearch/meta-l...   Conversational   Endpoints compatible   Llama   Merge   Mergekit   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/chargoddard/Meta-Llama-3-8B-InitializedEmbeds 

Meta Llama 3 8B InitializedEmbeds Benchmarks

LLME Score: 0.19508
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Meta Llama 3 8B InitializedEmbeds (chargoddard/Meta-Llama-3-8B-InitializedEmbeds)

Meta Llama 3 8B InitializedEmbeds Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is a merge of pre-trained language models with initialized embeddings for smoother fine-tuning.
Training Details 
Methodology:
Merged using linear method from mergekit.
Input Output 
Input Format:
-
Accepted Modalities:
text
Output Format:
-
LLM NameMeta Llama 3 8B InitializedEmbeds
Repository 🤗https://huggingface.co/chargoddard/Meta-Llama-3-8B-InitializedEmbeds 
Base Model(s)  Meta Llama 3 8B Instruct   Meta Llama 3 8B   NousResearch/Meta-Llama-3-8B-Instruct   NousResearch/Meta-Llama-3-8B
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainerchargoddard
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than chargoddard/Meta-Llama-3-8B-InitializedEmbeds.

Rank the Meta Llama 3 8B InitializedEmbeds 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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Release v20241227
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