Onca 1.0 9B is an open-source language model by Joesh1. Features: 9b LLM, VRAM: 17.9GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.32.
Base model:finetune:jackrong/q... Base model:jackrong/qwopus3.5-... Clinical-nlp Conversational En Endpoints compatible Medical-llm Oncology Pancreatic-cancer Pdac Qwen3 5 text Region:us Research Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/Joesh1/onca-1.0-9B
Onca 1.0 9B 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)
Onca 1.0 9B Parameters and Internals
| LLM Name | Onca 1.0 9B |
| Repository 🤗 | https://huggingface.co/Joesh1/onca-1.0-9B |
| Base Model(s) | |
| Model Size | 9b |
| Required VRAM | 17.9 GB |
| Updated | 2026-04-18 |
| Maintainer | Joesh1 |
| Model Type | qwen3_5_text |
| Model Files | |
| Supported Languages | en |
| Model Architecture | Qwen3_5ForCausalLM |
| License | apache-2.0 |
| Context Length | 262144 |
| Model Max Length | 262144 |
| Transformers Version | 5.5.3 |
| Tokenizer Class | TokenizersBackend |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 248320 |
| Errors | replace |
Best Alternatives to Onca 1.0 9B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Carnice 9B | 256K / 17.9 GB | 4368 | 154 |
| Qwen3.5 9B Abliterated | 256K / 17.9 GB | 8617 | 46 |
| Frank 9B | 256K / 17.9 GB | 431 | 2 |
| ...wen3.5 9B Abliterated MLX 4bit | 256K / 5 GB | 1320 | 7 |
Note: green Score (e.g. "73.2") means that the model is better than Joesh1/onca-1.0-9B .
Rank the Onca 1.0 9B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a