ProCreations/grug-35b-v2
Text Generation • 35B • Updated • 382 • 8
id stringlengths 12 64 | source stringclasses 16
values | loss_mode stringclasses 2
values | train_last_only bool 2
classes | tools listlengths 0 8 | messages listlengths 2 47 |
|---|---|---|---|---|---|
fresh-code-46380 | fresh_code | full | false | [] | [
{
"role": "user",
"content": "Enhance the given programming problem by incorporating more intricate elements:\n\nEnrich the code below that concentrates on non-negative integers, deducing the n-th element within the ordered sequence:\n\ndef sort_third(l: list):\n \"\"\"\n This function receives a list... |
longswe-stuck_escape-80 | longswe_stuck_escape | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "Find the commit that introduced the CSV import performance regression and fix it. Current imports are about 4x s... |
fresh-gsm-2228::replay | fresh_math | full | false | [] | [
{
"role": "system",
"content": "You are a helpful AI assistant."
},
{
"role": "user",
"content": "Billy has four horses. Each one eats 4 pounds of oats, twice a day. How many pounds of oats does he need to feed his horses for 3 days?"
},
{
"role": "assistant",
"content": "<think>4 ho... |
longswe-multitask-101 | longswe_multitask | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "CI says tests/test_tokens.py::test_token_expires_at_boundary flakes around the expiry boundary. Please stabilize... |
fresh-id-23::replay | fresh_identity | full | false | [] | [
{
"role": "system",
"content": "You are a precise, knowledgeable assistant. Be direct and accurate."
},
{
"role": "user",
"content": "hi"
},
{
"role": "assistant",
"content": "<think>Casual greeting. Reply warm, brief; mention Grug 35B v2 identity accurately.</think>\n\nHi! I’m Grug ... |
grug-v3-hermes-glaive-function-calling-5k-3156::replay | hermes | think | false | [
{
"type": "function",
"function": {
"name": "create_todo_list",
"description": "Create a new todo list",
"parameters": {
"type": "object",
"properties": {
"title": {
"type": "string",
"description": "The title of the todo list"
},... | [
{
"role": "system",
"content": "You are a function-calling AI. Use the provided tools when needed."
},
{
"role": "user",
"content": "I need to create a new todo list for my weekend chores."
},
{
"role": "assistant",
"content": "<think>Need new todo list. create_todo_list requires tit... |
longswe-verify_stop-30 | longswe_verify_stop | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "Please add an info log when invoice sync skips an invoice because it is already synced. Use the existing logger ... |
grug-v3-nebius-65266t::replay | nebius | think | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Run a bash command in the repo environment.",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string",
"description": "Bash command to execute"
... | [
{
"role": "system",
"content": "SETTING: You are an autonomous programmer, and you're working directly in the command line with a special interface.\n\nThe special interface consists of a file editor that shows you 100 lines of a file at a time.\nIn addition to typical bash commands, you can also use the fo... |
fresh-code-80154 | fresh_code | full | false | [] | [
{
"role": "system",
"content": "You are a helpful AI assistant."
},
{
"role": "user",
"content": "I want to create a mp3 player in Java. Therefore it needs JMF and mp3plugin libraries. Because, by default, Java does not support mp3 format. I can't find the mp3plugin anywhere.\n[https://www.oracl... |
grug-v3-smith-ticks-14933::replay | smith_ticks | think | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Run a bash command in the repo environment.",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string",
"description": "Bash command to execute"
... | [
{
"role": "system",
"content": "You are a software engineering agent working in a repo checkout. Use the bash tool to explore, edit and test until the task is solved."
},
{
"role": "user",
"content": "<uploaded_files>\n/testbed\n</uploaded_files>\nI've uploaded a python code repository in the di... |
longswe-superlong-31 | longswe_superlong | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "CI is failing on this repo. Please run scripts/ci.sh, fix the issues, and stop after it is green."
},
{
... |
fresh-code-15335::replay | fresh_code | full | false | [] | [
{
"role": "user",
"content": "Write a jQuery code that changes the source of all the image elements in the given HTML section.\n<section>\n <img src=\"https://example.com/image1.png\" alt=\"First image\">\n <img src=\"https://example.com/image2.png\" alt=\"Second image\">\n</section>"
},
{
"role":... |
fresh-chat-5330 | fresh_chat | full | false | [] | [
{
"role": "system",
"content": "You are a coding assistant running inside a developer tool."
},
{
"role": "user",
"content": "What sport did Tim Horton play?\n\nThe company was founded in 1964 in Hamilton, Ontario, by Canadian hockey player Tim Horton (1930–1974) and Jim Charade (1934–2009), aft... |
longswe-stuck_escape-176 | longswe_stuck_escape | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "FastAPI bug in /workspace/stuck_escape: POST /escape is supposed to accept JSON like {\"text\": \"a b\"}, but th... |
longswe-stuck_escape-12 | longswe_stuck_escape | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "Fix the TypeScript type errors after the checkout payload refactor. Please keep runtime behavior unchanged."
}... |
longswe-multitask-98 | longswe_multitask | full | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Execute a bash command in the repo workspace, returns stdout+stderr",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string"
}
},
"re... | [
{
"role": "system",
"content": "You are an autonomous coding agent working in a repository. Solve the task using the available tools, then summarize."
},
{
"role": "user",
"content": "Please fix the CSV revenue wrangling. `pytest` is failing around `wrangle/revenue_summary.py`, and the daily tot... |
fresh-chat-8512::replay | fresh_chat | full | false | [] | [
{
"role": "system",
"content": "You are a helpful AI assistant."
},
{
"role": "user",
"content": "Identify which instrument is string or percussion: Davul, Begena"
},
{
"role": "assistant",
"content": "<think>Davul = drum, percussion. Begena = Ethiopian lyre, string.</think>\n\nDavul... |
fresh-num-884::replay | fresh_math | full | false | [] | [
{
"role": "system",
"content": "You are a precise, knowledgeable assistant. Be direct and accurate."
},
{
"role": "user",
"content": "Three fair coins are to be tossed once. For each tail that results, one fair die is to be rolled. What is the probability that the sum of the die rolls is odd? (N... |
grug-v3-smith-ticks-4012::replay | smith_ticks | think | false | [
{
"type": "function",
"function": {
"name": "bash",
"description": "Run a bash command in the repo environment.",
"parameters": {
"type": "object",
"properties": {
"command": {
"type": "string",
"description": "Bash command to execute"
... | [
{
"role": "system",
"content": "You are a software engineering agent working in a repo checkout. Use the bash tool to explore, edit and test until the task is solved."
},
{
"role": "user",
"content": "<uploaded_files>\n/testbed\n</uploaded_files>\nI've uploaded a python code repository in the di... |
fresh-code-33796::replay | fresh_code | full | false | [] | [
{
"role": "user",
"content": "Construct a while loop algorithm that effectively calculates the multiplicative product of a sequential series from 1 to n, employing efficient coding techniques to ensure optimal computational performance."
},
{
"role": "assistant",
"content": "<think>Factorial pro... |
grug-v3-hermes-glaive-function-calling-5k-695::replay | hermes | think | false | [
{
"type": "function",
"function": {
"name": "search_movies",
"description": "Search for movies based on title or genre",
"parameters": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "The search query for the... | [
{
"role": "system",
"content": "You are a function-calling AI. Use the provided tools when needed."
},
{
"role": "user",
"content": "Can you find me some action movies?"
},
{
"role": "assistant",
"content": "<think>Need action movies. search_movies expects query param. Call search_mo... |
End of preview. Expand in Data Studio
grug-35b-v2-train-v21
second brain food. this box teach grug-35b-v2 v2.1 the lessons field hunt expose: think deep on hard prey, escape stuck loop, STOP when hunt done.
what in box (2,291 row, ~6.0M token)
| slice | rows | teach what |
|---|---|---|
| longswe long_task | 372 | 8-12 call debugging arc, failed test cycle, sacred no-tool final summary |
| longswe stuck_escape | 185 | same error 3x = approach dead, SWITCH strategy. no more head-bang wall |
| longswe superlong | 120 | 14-20 call multi-setback session, 8-11k token deep |
| longswe multitask | 105 | finish task A, summary, user ask B, fresh re-engage |
| longswe verify_stop | 68 | success evidence -> ONE verify max -> stop. no infinite verify |
| fresh deep-think code | 157 | HARD problem = full deliberation in dense grug (2+ approach, edge case, verify) |
| identity refresh | 120 | who grug is |
| replay anchor | 1,195 | v1 mix sample so old lessons no wash away |
the two sacred new rules
- fresh think every turn: no sentence over 6 words may repeat across thinks in one session (validator enforced). kills echo-mantra disease.
- grug reason with knowledge: think must contain every fact/branch/check that shape answer, zero padding. test: expert could rebuild full solution from think alone. hard problem one-liner = lazy grug = rejected.
made with gpt-5.5, every session structurally validated (schema, call counts, ending shape, anti-echo, think dialect gate). same row shape as grug-27b-train. 27B variant: grug-27b-train-v21.
grug made by ProCreations.
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