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

PULI LlumiX 32K Instruct F16 0.2 by ariel-ml

 »  All LLMs  »  ariel-ml  »  PULI LlumiX 32K Instruct F16 0.2   URL Share it on

  2   

PULI LlumiX 32K Instruct F16 0.2 is an open-source language model by ariel-ml. Features: 6.7b LLM, VRAM: 13.5GB, Context: 32K, License: llama2, Quantized, Fine-Tuned, Instruction-Based, LLM Explorer Score: 0.13.

Base model:finetune:nytk/puli-... Base model:nytk/puli-llumix-32...   Conversational   Custom code   Dataset:boapps/szurkemarha   En   Endpoints compatible   Finetuned   Fp16   Hu   Instruct   Llama   Puli   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/ariel-ml/PULI-LlumiX-32K-instruct-f16-0.2 

PULI LlumiX 32K Instruct F16 0.2 Benchmarks

LLME Score: 0.13306
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PULI LlumiX 32K Instruct F16 0.2 (ariel-ml/PULI-LlumiX-32K-instruct-f16-0.2)
🌟 Advertise your project 🚀

PULI LlumiX 32K Instruct F16 0.2 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Limitations:
max_seq_length = 32 768, float16, vocab size: 32 000
Supported Languages 
hu (High), en (Moderate)
Training Details 
Data Sources:
boapps/szurkemarha
Data Volume:
~53000 prompts
Methodology:
The model was finetuned with LoRA techniques using parameters like LoRA rank of 16 and LoRA alpha of 16. Continuous pretraining on a Hungarian dataset was also done.
Context Length:
32768
Hardware Used:
RTX 4090 GPU
LLM NamePULI LlumiX 32K Instruct F16 0.2
Repository 🤗https://huggingface.co/ariel-ml/PULI-LlumiX-32K-instruct-f16-0.2 
Base Model(s)  PULI LlumiX 32K   NYTK/PULI-LlumiX-32K
Model Size6.7b
Required VRAM13.5 GB
Updated2026-01-10
Maintainerariel-ml
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languageshu en
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to PULI LlumiX 32K Instruct F16 0.2

Best Alternatives
Context / RAM
Downloads
Likes
...LI LlumiX 32K Instruct F16 0.132K / 13.5 GB80
...rpreter DS 6.7B 6.0bpw H6 EXL216K / 5.2 GB42
...rpreter DS 6.7B 4.0bpw H6 EXL216K / 3.6 GB81
...rpreter DS 6.7B 8.0bpw H8 EXL216K / 6.9 GB12
...coder S DS 6.7B 4.0bpw H6 EXL216K / 3.6 GB55
...coder S DS 6.7B 3.0bpw H6 EXL216K / 2.8 GB43
...coder S DS 6.7B 6.0bpw H6 EXL216K / 5.2 GB13
...coder S DS 6.7B 5.0bpw H6 EXL216K / 4.4 GB22
...coder S DS 6.7B 8.0bpw H8 EXL216K / 6.9 GB41
Speechless Coder Ds 6.7B16K / 13.5 GB11107
Note: green Score (e.g. "73.2") means that the model is better than ariel-ml/PULI-LlumiX-32K-instruct-f16-0.2.

Rank the PULI LlumiX 32K Instruct F16 0.2 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? 52721 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.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer