Model Card on HF 🤗: https://huggingface.co/ucalyptus/prem-1B-chat-ORPO
Prem 1B Chat ORPO 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)
Prem 1B Chat ORPO Parameters and Internals
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| Additional Notes |
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| Input Output |
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| LLM Name | Prem 1B Chat ORPO |
| Repository 🤗 | https://huggingface.co/ucalyptus/prem-1B-chat-ORPO |
| Model Size | 1b |
| Required VRAM | 0.3 GB |
| Updated | 2025-06-01 |
| Maintainer | ucalyptus |
| Model Files | |
| Model Architecture | AutoModel |
| License | other |
| Model Max Length | 8192 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <pad> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|down_proj|v_proj|up_proj|gate_proj|k_proj|q_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Prem 1B Chat ORPO
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Prem 1B ORPO | 0K / 0.6 GB | 0 | 1 |
| Ct2fast Codegen2 1B | 0K / 2 GB | 3 | 1 |
| MiniMaid L1 | 0K / 0 GB | 5 | 1 |
| Llama 3.2 1B Creative Lora | 0K / 0 GB | 0 | 3 |
| Triangulum 1B GGUF | 0K / 0.8 GB | 60 | 1 |
| Llama Deepsync 1B GGUF | 0K / 0.8 GB | 33 | 2 |
| ... SmolTalk 3.2 1B Instruct GGUF | 0K / 0.8 GB | 79 | 4 |
| Mergekit Slerp Ozbsicw GGUF | 0K / 2.5 GB | 11 | 0 |
| Tinyllama 1B Alpaca Gguf | 0K / 0.7 GB | 7 | 0 |
| Prem 1B Chat GGUF | 0K / 0.7 GB | 7 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than ucalyptus/prem-1B-chat-ORPO .
Rank the Prem 1B Chat ORPO Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227