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

Hellfire 2B by FinancialSupport

 »  All LLMs  »  FinancialSupport  »  Hellfire 2B   URL Share it on

  2709   
  4-bit   4bit   Autotrain compatible Base model:quantized:unsloth/g... Base model:unsloth/gemma-2b-it...   Bitsandbytes   Conversational   En   Endpoints compatible   Gemma   Lora   Quantized   Region:us   Safetensors   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/FinancialSupport/hellfire-2b 

Hellfire 2B Benchmarks

LLME Score: 0.21901
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hellfire 2B (FinancialSupport/hellfire-2b)

Hellfire 2B Parameters and Internals

Model Type 
text-generation-inference
Additional Notes 
Trained 2x faster using Unsloth and HuggingFace's TRL library.
Supported Languages 
Italian (Advanced)
Input Output 
Input Format:
Alpaca prompt structure
Accepted Modalities:
text
Output Format:
Text-based answers
LLM NameHellfire 2B
Repository 🤗https://huggingface.co/FinancialSupport/hellfire-2b 
Base Model(s)  Gemma 2B It Bnb 4bit   unsloth/gemma-2b-it-bnb-4bit
Model Size2b
Required VRAM0.3 GB
Updated2024-12-22
MaintainerFinancialSupport
Model Files  0.3 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Model Max Length10000
Is Biasednone
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesk_proj|o_proj|down_proj|up_proj|v_proj|gate_proj|q_proj
LoRA Alpha32
LoRA Dropout0.05
R Param64

Best Alternatives to Hellfire 2B

Best Alternatives
Context / RAM
Downloads
Likes
Gemma 1.1 QG V.2.00K / 5.1 GB80
Gemma2 Financial0K / 5.1 GB241
...Summarizer 2B It LORA Bnb 4bit0K / 0.1 GB341
Gemma 2B Hinglish LORA V1.00K / 5.1 GB200
Gemma 2 Baku 2B8K / 10.5 GB37126
...emma 2B Lora Lbox Ljp Modified0K / 10 GB110
Gemma 2B Orca Mwp Lora V0.20K / 0.2 GB90
...hogpt Ft Qna Qchv 2021 Test Gr0K / 0.1 GB120
Quantized Mcqa Model0K / 5.8 GB170
Phogpt Ft Qna Qchv 20210K / 0.1 GB140
Note: green Score (e.g. "73.2") means that the model is better than FinancialSupport/hellfire-2b.

Rank the Hellfire 2B 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? 40066 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 v20241217
  Support LLM Explorer