datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Phi4-ensemble-teacher-forcing-record-logits-datagrpo-qwen1.5b-textworld-policy-logitsScience-Logits-1.2M
Logits-Based Finetuning
• 🤗 Data
• 🤗 ScienceLLaMA-3B
• 🤗 ScienceLLaMA-1B
• 🐱 Code
• 📃 Paper
This is a repo of a large-scale 1.2M logits dataset for Logits-Based Finetuning, which integrates the strengths of supervised learning and knowledge distillation by combining teacher logits with ground truth labels. This preserves both correctness and linguistic diversity.
Performance
Train
Data: huggingface
Readme: Installation Guide… See the full description on the dataset page: https://huggingface.co/datasets/JingyaoLi/Science-Logits-1.2M.glm51-kld-reference-logits-wikitext-ctx2048-s512-20260517 ---
license: other
pretty_name: GLM-5.1 KLD Reference Logits WikiText ctx2048 s512
tags:
- logits
- kld
- glm-5.1
- vllm
- b12x
---
# GLM-5.1 KLD Reference Logits
Public cache of the reference logits used for GLM-5.1 NVFP4 / mixed
FP8_PB_WO KLD evaluation. These files are generated logits, not model
weights. They are stored as `logits_*.safetensors` with one tensor named
`logits`, shape `(2047, 154880)`, dtype `float32`.
##… See the full description on the dataset page: https://huggingface.co/datasets/festr2/glm51-kld-reference-logits-wikitext-ctx2048-s512-20260517.kv_cache_logits_exp2GLM-5.2-BF16-KLD-Reference-Logits-20260618
GLM-5.2 BF16 KLD Reference Logits
Reference logits for local GLM-5.2 KLD checks.
Contents:
prefill/logits_0.safetensors: BF16 prefill prompt logits generated from
zai-org/GLM-5.2 with context length 2048, stride 512, one window.
decode/decode_teacher_bf16_ref_ctx2048_t17_20260618.safetensors: BF16
teacher-forced decode logits for prompt length 2048 and 17 decode tokens.
decode/decode_teacher_bf16_ref_ctx2048_t17_20260618.safetensors.json:
metadata for the decode reference.… See the full description on the dataset page: https://huggingface.co/datasets/festr2/GLM-5.2-BF16-KLD-Reference-Logits-20260618.GLM-5.2-BF16-KLD-Reference-Logits-20260708
GLM-5.2 BF16 KLD Reference Logits 20260708
This dataset contains the current GLM-5.2 BF16 reference prompt logits used for
the July 2026 vLLM/Blackwell KLD checks.
The reference cache is intended for candidate-side KLD comparisons without
rerunning the expensive BF16 reference pass.
Files
reference-logits/logits_0.safetensors
reference-logits/manifest.json
generation-log/config.env
generation-log/scoremode_kld.log
Reference Generation
Field… See the full description on the dataset page: https://huggingface.co/datasets/festr2/GLM-5.2-BF16-KLD-Reference-Logits-20260708.mempool-qwen-logits-orchestrator-rows
mempool Qwen Logits Orchestrator Rows
This dataset contains measured task-level orchestration training rows for the
mempool Qwen-small logits-head orchestrator path.
Train rows: 53
Train data file: 20260628-qwen-small-logits-orchestrator-split-train.jsonl
Held-out rows: 13
Held-out data file: 20260628-qwen-small-logits-orchestrator-split-heldout.jsonl
Split manifest: 20260628-qwen-small-logits-orchestrator-split-manifest.json
Targets: worker distribution, workflow distribution… See the full description on the dataset page: https://huggingface.co/datasets/blazeofchi/mempool-qwen-logits-orchestrator-rows.