Prem 1B 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 ORPO Parameters and Internals
| LLM Name | Prem 1B ORPO |
| Repository 🤗 | https://huggingface.co/ucalyptus/prem-1B-ORPO |
| Model Size | 1b |
| Required VRAM | 0.6 GB |
| Updated | 2024-09-29 |
| 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 | gate_proj|q_proj|o_proj|v_proj|up_proj|k_proj|down_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Best Alternatives to Prem 1B ORPO
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Prem 1B Chat ORPO | 0K / 0.3 GB | 0 | 1 |
| Ct2fast Codegen2 1B | 0K / 2 GB | 0 | 1 |
| Mergekit Slerp Ozbsicw GGUF | 0K / 2.5 GB | 27 | 0 |
| Tinyllama 1B Alpaca Gguf | 0K / 0.7 GB | 5 | 0 |
| Prem 1B Chat GGUF | 0K / 0.7 GB | 10 | 1 |
| Bagel DPO 8x7b V0.2 GGUF | 0K / 17.3 GB | 67 | 6 |
| Bagel 8x7b V0.2 GGUF | 0K / 15.6 GB | 103 | 8 |
| ...inyllama 2 1B Miniguanaco GGUF | 0K / 0.5 GB | 591 | 6 |
| Pythia GGML | 0K / 0.1 GB | 21 | 5 |
Note: green Score (e.g. "73.2") means that the model is better than ucalyptus/prem-1B-ORPO .
Rank the Prem 1B ORPO Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803