OpenFineTrain
Collection
Very fine 55 trillion+ tokens worth of ungated huggingface datasets for LLM training across 80+ datasets. • 90 items • Updated • 2
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You are a Staff-Level Systems Engineer. Your task is to design and implement a completely self-contained Python script for a "Time-Traveling Virtual Machine" (TVM) with an execution cycle detector.
Architectural Requirements:
Memory & State:
A Stack (max 256 integers).
RAM (1024 16-bit integer slots).
Program Coun... | <think>The user wants a complete self-contained Python script. Let me think through the design carefully.
Key requirements:
VM with stack (max 256), RAM 1024 16-bit slots, PC.
ISA: PUSH, POP, ADD, SUB, LOAD, STORE, JMP, JZ, HALT.
step_forward() and step_backward() with a Delta Journal — no copies.
O(1) rolling hash (... |
"Write a single Python script using only the standard library (no pip, no external packages) that im(...TRUNCATED) | "<think>The user wants an extremely large, production-grade Raft implementation with a distributed t(...TRUNCATED) |
"Write a single Python script using only the standard library that implements a **full-featured, emb(...TRUNCATED) | "<think>The user is asking for an enormous, extremely complex piece of software: a full relational d(...TRUNCATED) |
"Task: Implement the core logic and TCP server for a custom, high-throughput in-memory Key-Value sto(...TRUNCATED) | "<think>The user wants implementation. Need provide code. Need think through design. Need provide co(...TRUNCATED) |
"Task: Implement a Wait-Free, Multi-Producer/Multi-Consumer (MPMC) Skip List in Rust, combined with (...TRUNCATED) | "<think>We need to provide a response that includes:\n\nTLA+ specification for a wait-free MPMC skip(...TRUNCATED) |
5 complex reasoning and coding requests (generated by deepseek v4 pro and gemini 3.1 pro) and their responses (generated by kimi k3).
Finetuning LLMs or SLMs of any size on advanced kimi k3 distilled reasoning traces.