# [HYU_NLP] EVA Team: Open-Weight Models and Datasets Source: https://savrn.com/model-publishers/hyu-nlp-eval Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Models Model · Text generation ### [qwen3-4b-rar-medicine-onlinerubrics-seed11-step-003](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-seed11-step-003) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Intermediate policy from dynamic OnlineRubrics-Every GRPO training. Distinct from static-rubric GRPO. Base model: Qwen/Qwen3-4B-Instruct-2507; thinking disabled. This checkpoint is a policy state used by the Phase-1 audit. No downstream medical capability or safety claim is made. Research use only; not validated for clinical decision-making. Root files are the veRL-exported Hugging Face inference model (BF16). originalcheckpoint/ preserves the exact original FSDP parameter checkpoint and tokenizer/configuration files. Optimizer state, training data, responses, rubrics, infrastructure configuration, and credentials are not included. The original is retained because export… Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-seed11-step-003) Model ### [qwen3-4b-rar-medicine-onlinerubrics-seed11-step-004](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-seed11-step-004) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Open weights [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-seed11-step-004) Model ### [qwen3-4b-rar-medicine-static-r0-matched-seed11-step-006](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-006) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Open weights [View model](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-006) Model · Text generation ### [qwen3-4b-rar-medicine-static-r0-matched-seed11-step-000](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-000) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) This is the policy after 0 global optimizer updates of the matched separate from the OnlineRubrics/dynamic-rubric checkpoints. The root files are a BF16 Transformers export for inference. The originalcheckpoint/ directory contains the exact original veRL/FSDP policy parameter checkpoint and its tokenizer/configuration files. Optimizer, trainer, and data-loader state are intentionally not published; the complete resume checkpoint remains on Daisy. This is an intermediate research checkpoint, not a clinical model. No medical capability or safety claim is made. Original actor parameter SHA256: f81409edc253a52ee9b3e6807bf280cf1ff242c77c2f6645b087c74e03a4e3d4 Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-000) Model · Text generation ### [qwen3-4b-rar-medicine-static-r0-matched-seed11-step-042](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-042) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) This is the policy after 42 global optimizer updates of the matched separate from the OnlineRubrics/dynamic-rubric checkpoints. The root files are a BF16 Transformers export for inference. The originalcheckpoint/ directory contains the exact original veRL/FSDP policy parameter checkpoint and its tokenizer/configuration files. Optimizer, trainer, and data-loader state are intentionally not published; the complete resume checkpoint remains on Daisy. This is an intermediate research checkpoint, not a clinical model. No medical capability or safety claim is made. Original actor parameter SHA256: 3c024ab64a34d4140f446262e7fcee7fbd64da5b9de22cac486a986288e28063 Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-042) Model · Text generation ### [qwen3-4b-rar-medicine-static-r0-matched-seed11-step-003](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-003) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) This is the policy after 3 global optimizer updates of the matched separate from the OnlineRubrics/dynamic-rubric checkpoints. The root files are a BF16 Transformers export for inference. The originalcheckpoint/ directory contains the exact original veRL/FSDP policy parameter checkpoint and its tokenizer/configuration files. Optimizer, trainer, and data-loader state are intentionally not published; the complete resume checkpoint remains on Daisy. This is an intermediate research checkpoint, not a clinical model. No medical capability or safety claim is made. Original actor parameter SHA256: 3339fe6d830916167c26f9e818cef25d0cecdbf3ab26e8545fcbcbf6465bfdc8 Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-static-r0-matched-seed11-step-003) Model ### [qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-007](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-007) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Open weights [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-007) Model · Text generation ### [qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-006](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-006) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Run: phase1-online-rubrics-medicine-full-dense-20260919-seed11. The root contains a BF16 model for inference. originalcheckpoint/ contains the original veRL checkpoint files (model parameters only). The local checkpoint remains on disk. Research use only. Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-006) Model · Text generation ### [qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-005](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-005) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Run: phase1-online-rubrics-medicine-full-dense-20260919-seed11. The root contains a BF16 model for inference. originalcheckpoint/ contains the original veRL checkpoint files (model parameters only). The local checkpoint remains on disk. Research use only. Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-005) Model · Text generation ### [qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-004](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-004) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Run: phase1-online-rubrics-medicine-full-dense-20260919-seed11. The root contains a BF16 model for inference. originalcheckpoint/ contains the original veRL checkpoint files (model parameters only). The local checkpoint remains on disk. Research use only. Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-004) Model · Text generation ### [qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-003](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-003) [[HYU_NLP] EVA Team](https://savrn.com/model-publishers/hyu-nlp-eval) Run: phase1-online-rubrics-medicine-full-dense-20260919-seed11. The root contains a BF16 model for inference. originalcheckpoint/ contains the original veRL checkpoint files (model parameters only). The local checkpoint remains on disk. Research use only. Open weights apache-2.0 4B parameters 262,144 tokens transformers [View model](https://savrn.com/models/qwen3-4b-rar-medicine-onlinerubrics-dense-seed11-step-003) ## Explore More - [All model publishers](https://savrn.com/model-publishers) - [The model directory](https://savrn.com/models) - [The dataset directory](https://savrn.com/datasets) ## Source - Listed from their public repositories, read 2026-09-23. - [Hugging Face profile](https://huggingface.co/HYU-NLP-EVAL) - [How the hub is built](https://savrn.com/model-hub/methodology)