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
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Hellfire 2B Parameters and Internals
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| Additional Notes |
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| LLM Name | Hellfire 2B |
| Repository 🤗 | https://huggingface.co/FinancialSupport/hellfire-2b |
| Base Model(s) | |
| Model Size | 2b |
| Required VRAM | 0.3 GB |
| Updated | 2025-10-28 |
| Maintainer | FinancialSupport |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | AutoModelForCausalLM |
| License | apache-2.0 |
| Model Max Length | 10000 |
| Is Biased | none |
| Tokenizer Class | GemmaTokenizer |
| Padding Token | <pad> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | k_proj|o_proj|down_proj|up_proj|v_proj|gate_proj|q_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 64 |
Best Alternatives to Hellfire 2B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Gemma 1.1 QG V.2.0 | 0K / 5.1 GB | 8 | 0 |
| Gemma2 Financial | 0K / 5.1 GB | 6 | 1 |
| ...Summarizer 2B It LORA Bnb 4bit | 0K / 0.1 GB | 10 | 1 |
| Gemma 2B Hinglish LORA V1.0 | 0K / 5.1 GB | 5 | 0 |
| Gemma 2 Baku 2B | 8K / 10.5 GB | 457 | 7 |
| Caca Tinny 2B V2 | 0K / 5.1 GB | 5 | 0 |
| Gemma 2 2B It Chat Lessons | 0K / 5.2 GB | 7 | 0 |
| Gemma 2 2B It Chat Doctor | 0K / 5.2 GB | 6 | 0 |
| ... 2B It Vdm Sq4 Car Motion Beta | 0K / 5.2 GB | 5 | 0 |
| Gemma 2 2B It Chat Doctor | 0K / 5.2 GB | 8 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than FinancialSupport/hellfire-2b .
Rank the Hellfire 2B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124