reasoning-traces
chankhavu-imo-reasoning-traceshermes-agent-reasoning-traces
Hermes Agent Reasoning Traces
Multi-turn tool-calling trajectories for training AI agents using the Hermes Agent harness. Each sample is a real agent conversation with step-by-step reasoning (<think> blocks) and actual tool execution results.
This dataset has two configs, one per source model:
Config
Model
Samples
kimi
Moonshot AI Kimi-K2.5
7,646
glm-5.1
ZhipuAI GLM-5.1-FP8
7,055
Loading
from datasets import load_dataset
# Kimi-K2.5 traces
ds =… See the full description on the dataset page: https://huggingface.co/datasets/lambda/hermes-agent-reasoning-traces.big-reasoning-tracesA compiled dataset of large permissively licensed reasoning traces for experiments with midtraining / annealing before RL.
Total is ~2.5B tokens (2513520233) with OLMo 2 tokenizer.
Sources:
GeneralThought-430K (removed NC license entries), 337579 examples, 696270809 tokens
OpenThoughts-114k, 113957 examples, 766590712 tokens
OpenR1-Math-220k (all), 225129 examples, 1050658712 tokens
Sript for reformatting in repo.
multilingual-medical-reasoning-tracesThis datasets containes the traces generated to answer multiple-choice medical questions in Italian, Englihs, and Spanish.
The dataset is structured in 3 parts, one per language. Each part is composed by 2 splits, one containing the examples generated from medqa, one from medmcqa.
The columns are:
id, representing an unique identifier
full_question, representing the medical question
options, a dictionary of options to answer the question and their identifiers
list_of_options, a list of the… See the full description on the dataset page: https://huggingface.co/datasets/NLP-FBK/multilingual-medical-reasoning-traces.deepseek-hermes-reasoning-traces
DeepSeek V4 Pro Hermes Reasoning Traces
19,331 multi-turn ChatML + Hermes reasoning traces generated by DeepSeek V4 Pro. Designed for LoRA fine-tuning local models to operate as Hermes Agent instances.
Quick Start
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Splits
Split
Traces
train
16,431
valid
1,933
test
967
Variants (VRAM-Tiered)
Variant
Max Tokens
Traces
GPU
nano
2,048
15,948
Dev / 7B
budget
4,096
2,149
48GB
standard
8,192
990
64GB
spark
16,384
244… See the full description on the dataset page: https://huggingface.co/datasets/r0b0tlab/deepseek-hermes-reasoning-traces.hermes-agent-reasoning-traces