LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Llama 3 8B Fixed Special Embedding by imone

 »  All LLMs  »  imone  »  Llama 3 8B Fixed Special Embedding   URL Share it on

  12   
  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/imone/Llama-3-8B-fixed-special-embedding 

Llama 3 8B Fixed Special Embedding Benchmarks

LLME Score: 0.15908
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Fixed Special Embedding (imone/Llama-3-8B-fixed-special-embedding)
🌟 Advertise your project 🚀

Llama 3 8B Fixed Special Embedding Parameters and Internals

Model Type 
Causal Language Model
Additional Notes 
Original special token weights were zero, causing NaN gradients. Adjustments made to avoid this issue.
Input Output 
Performance Tips:
Re-initialize special token weights to avoid NaN gradients by setting them to the mean of other token weights.
LLM NameLlama 3 8B Fixed Special Embedding
Repository 🤗https://huggingface.co/imone/Llama-3-8B-fixed-special-embedding 
Model Size8b
Required VRAM16.1 GB
Updated2025-07-31
Maintainerimone
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
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Llama 3 8B Fixed Special Embedding

Best Alternatives
Context / RAM
Downloads
Likes
...otron 8B UltraLong 4M Instruct4192K / 32.1 GB51506116
UltraLong Thinking4192K / 16.1 GB4532
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB82715
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB239848
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
Zero Llama 3.1 8B Beta61048K / 16.1 GB4081
...xis Bookwriter Llama3.1 8B Sft1048K / 16.1 GB84
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB63
Note: green Score (e.g. "73.2") means that the model is better than imone/Llama-3-8B-fixed-special-embedding.

Rank the Llama 3 8B Fixed Special Embedding 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  

What open-source LLMs or SLMs are you in search of? 50263 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
  Support LLM Explorer