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

Mermaid Llama 6.7B RAG by TroyDoesAI

 »  All LLMs  »  TroyDoesAI  »  Mermaid Llama 6.7B RAG   URL Share it on

  36   
  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/TroyDoesAI/Mermaid-Llama-6.7B-RAG 

Mermaid Llama 6.7B RAG Benchmarks

LLME Score: 0.18611
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mermaid Llama 6.7B RAG (TroyDoesAI/Mermaid-Llama-6.7B-RAG)

Mermaid Llama 6.7B RAG Parameters and Internals

Model Type 
code understanding, storytelling
Use Cases 
Applications:
Retrieval-Augmented Generation (RAG), Code Documentation, Storyboarding, Project Planning, Learning Python, Game Design
Limitations:
Limited context length of 4096
Additional Notes 
This model should be treated as an Auto-Complete Model, Do not try talking to it in chat as conversational capabilities have been pruned.
Training Details 
Methodology:
LoRA
Context Length:
4096
LLM NameMermaid Llama 6.7B RAG
Repository 🤗https://huggingface.co/TroyDoesAI/Mermaid-Llama-6.7B-RAG 
Model Size6.7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerTroyDoesAI
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Model ArchitectureLlamaForCausalLM
Licensecc-by-4.0
Context Length16384
Model Max Length16384
Transformers Version4.39.3
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32023
Torch Data Typefloat16

Best Alternatives to Mermaid Llama 6.7B RAG

Best Alternatives
Context / RAM
Downloads
Likes
Gptnoise37128K / 13.5 GB670
Phi 4 RRStock16K / 7.7 GB660
...s Coder6.7b Reflct Adamw Iter216K / 13.5 GB4800
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...ir8 Ds Coder6.7b Rmsprop Iter416K / 13.5 GB1830
...s Coder6.7b Reflct Adamw Iter316K / 13.5 GB4300
...ir8 Ds Coder6.7b Rmsprop Iter216K / 13.5 GB1830
Ds Coder6.7b Adamw Iter516K / 13.5 GB4050
...ir8 Ds Coder6.7b Rmsprop Iter316K / 13.5 GB1650
...s Coder6.7b Reflct Adamw Iter416K / 13.5 GB2730
Note: green Score (e.g. "73.2") means that the model is better than TroyDoesAI/Mermaid-Llama-6.7B-RAG.

Rank the Mermaid Llama 6.7B RAG 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? 43470 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 v20241227
  Support LLM Explorer