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

Nemo 12B Marlin V2 by UsernameJustAnother

 »  All LLMs  »  UsernameJustAnother  »  Nemo 12B Marlin V2   URL Share it on

  6   
  Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-nem...   Conversational   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/UsernameJustAnother/Nemo-12B-Marlin-v2 

Nemo 12B Marlin V2 Benchmarks

LLME Score: 0.17211
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nemo 12B Marlin V2 (UsernameJustAnother/Nemo-12B-Marlin-v2)
🌟 Advertise your project 🚀

Nemo 12B Marlin V2 Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
This model was trained with Unsloth for 2x faster free finetuning in comparison to Marlin v1 which used rank 64, whereas this uses rank 256.
Supported Languages 
en (high)
Training Details 
Data Sources:
secret sauce dataset
Methodology:
Finetuning with rsLoRA
Training Time:
~3.5hrs
Hardware Used:
Colab A100 instance, 36GB vRAM
LLM NameNemo 12B Marlin V2
Repository 🤗https://huggingface.co/UsernameJustAnother/Nemo-12B-Marlin-v2 
Base Model(s)  Mistral Nemo Instruct 2407   unsloth/Mistral-Nemo-Instruct-2407
Model Size12b
Required VRAM24.5 GB
Updated2025-09-07
MaintainerUsernameJustAnother
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.43.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

Best Alternatives to Nemo 12B Marlin V2

Best Alternatives
Context / RAM
Downloads
Likes
...r Nemo 12B Instruct R 21 09 241000K / 24.5 GB658761130
Impish Nemo 12B1000K / 24.5 GB150239
SauerkrautLM Nemo 12B Instruct1000K / 24.5 GB4776022
MN Slush1000K / 24.5 GB19030
MoonMega 12B1000K / 24.5 GB342
Moondark 12B1000K / 24.5 GB332
ChatWaifu V1.41000K / 24.5 GB2320
Magnum V4 12B1000K / 24.5 GB8644
ChatWaifu 12B V2.01000K / 24.5 GB2322
Ultracore Instruct 12BV21000K / 24.5 GB222
Note: green Score (e.g. "73.2") means that the model is better than UsernameJustAnother/Nemo-12B-Marlin-v2.

Rank the Nemo 12B Marlin V2 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? 51187 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