Llama 3.1 70B, basic prompt, temperature 0.4 (Lin et al. 2025)
Configuration as run in the cited comparison.
Overview
Configuration as run in the cited comparison.
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Evaluations and results
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Llama 3.1 70B, basic prompt, temperature 0.4 (Lin et al. 2025) | Protocol: Lin et al. 2025 OncoKB level-of-evidence assignment Dataset: OncoKB actionable-genes table, 625 variant-cancer-drug associations (accessed 2024-11-20) | 0.318 top-1-accuracy fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourcellama-basic-t0-4 on oncokb (Lin et al. 2025) egfrnsclc-20261009-protocol-lin2025-oncokb-level-assignment Aggregation: Not reported Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification · Table 2 (Tab2), row 10 ('Llama 3.1', 'Basic prompt + temperature (0.4)', 'OncoKB'), column 'Accuracy' |
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Sources and history
Release 2026-10-09-ba02f2f4a36e · Record review: source checked
1 source records and release history
- Benchmarking large language models GPT-4o, llama 3.1, and qwen 2.5 for cancer genetic variant classification · Original source · npj Precision Oncology 9:141, published 2025-05-15; PMC12078457 full-text XML
Technical metadata and extraction receipts
Stable ID: egfrnsclc-20261009-config-lin2025-llama-basic-t0-4
- areas
- dna-genomes
- contexts
- clinical_research
- method types
- foundation_model
- reported name
- Llama 3.1
- foundation model eligible
- true
- source locator
- Lin et al. 2025 Methods P39-P43; Table 2 'Model conditions'
- parameters
- basic prompt; temperature 0.4
- missing metadata
- version: reason: unreported; note: Model size is printed (70B or 72B); no checkpoint tag or quantisation is printed
Related records
- configuration of: Llama 3.1 70B
- system: llama-basic-t0-4 on oncokb (Lin et al. 2025)