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zerank-1-GGUF
prithivMLmods/zerank-1-GGUF
zerank-1-GGUF is a text ranking model from prithivMLmods. Use it for the text ranking task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
zerank-1 is a state-of-the-art reranker developed by ZeroEntropy to significantly enhance retrieval accuracy in search engines. Unlike most SOTA rerankers that are closed-source and proprietary, zerank-1 outperforms t…
All-time downloads
3K
Public
Repo size
58.3 GB
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0
Public
Repo makeup
Click a slice to open those files.
.gguf58.3 GB · 100%
At a glance
- Task
- Text Ranking
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Jul 20, 2025
- Updated
- Jul 20, 2025
- SHA
- c454ea5b
Base models
Model card
From the Hugging Face model README
zerank-1-GGUF
zerank-1 is a state-of-the-art reranker developed by ZeroEntropy to significantly enhance retrieval accuracy in search engines. Unlike most SOTA rerankers that are closed-source and proprietary, zerank-1 outperforms top models like Cohere-Rerank-v3.5 and Salesforce/LlamaRank-v1 across diverse domains including finance, legal, code, STEM, medical, and conversational data.
Model files
| File | Size | Format |
|---|---|---|
| zerank-1.BF16.gguf | 8.05 GB | BF16 |
| zerank-1.F16.gguf | 8.05 GB | F16 |
| zerank-1.F32.gguf | 16.1 GB | F32 |
| zerank-1.Q2_K.gguf | 1.67 GB | Q2_K |
| zerank-1.Q3_K_L.gguf | 2.24 GB | Q3_K_L |
| zerank-1.Q3_K_M.gguf | 2.08 GB | Q3_K_M |
| zerank-1.Q3_K_S.gguf | 1.89 GB | Q3_K_S |
| zerank-1.Q4_K_M.gguf | 2.5 GB | Q4_K_M |
| zerank-1.Q4_K_S.gguf | 2.38 GB | Q4_K_S |
| zerank-1.Q5_K_M.gguf | 2.89 GB | Q5_K_M |
| zerank-1.Q5_K_S.gguf | 2.82 GB | Q5_K_S |
| zerank-1.Q6_K.gguf | 3.31 GB | Q6_K |
| zerank-1.Q8_0.gguf | 4.28 GB | Q8_0 |
| .gitattributes | 2.39 kB | - |
| README.md | 462 Bytes | - |
| config.json | 29 Bytes | - |
Quants Usage
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
Here is a handy graph by ikawrakow comparing some lower-quality quant types (lower is better):
- Task
- Text Ranking
- Type
- qwen3
- License
- apache-2.0
- Languages
- en
- Created
- Jul 20, 2025
- Updated
- Jul 20, 2025