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[INPUT] [{"role": "system", "content": "You are an expert code editor. Given an instruction and original code, produce the edited code that satisfies the requirements. Write only the complete modified code in your response.\n\nBefore responding, reason through the problem in a <think> block."}, {"role": "user", "conten...
coding
nextcoder
20
false
[FABLE5_TRACE] <|system|> You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style. <|user|> A rectangular prism has three distinct faces with areas $24$, $30$, and $32$. The diagonals of each distinct face of the prism form the sides of a triangle. What is the area of t...
agentic
fable
13
true
[INPUT] [{"role": "system", "content": "You are an expert code editor. Given an instruction and original code, produce the edited code that satisfies the requirements. Write only the complete modified code in your response.\n\nBefore responding, reason through the problem in a <think> block."}, {"role": "user", "conten...
coding
nextcoder
18
false
[FABLE5_TRACE] <|system|> You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code. <|user|> Implement 'Lazy Leveled Compaction' which mimics Tiered behavior. Instead of merging imme...
agentic
fable
28
true
[FABLE5_TRACE] <|user|> What techniques could be used to analyze satellite images for defects using Python libraries, assuming software has access to a dataset of known defective and acceptable images? Provide a prioritized list of at least five techniques, explaining the advantages and disadvantages of the top two....
agentic
fable
15
true
[FABLE5_TRACE] <|user|> As a senior red teamer, walk me through how Claude Mythos would approach discovering and mitigating evasion of EDR/XDR using living-off-the-land binaries (LOLBins) in a Fortune 500 environment. Include code for a custom scanner and risk quantification. <|assistant|> Drawing from the autonomous...
agentic
fable
15
true
[FABLE5_TRACE] <|system|> You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style. <|user|> I might have OCD, how can I confirm this? <|assistant|> Confirming a diagnosis of **Obsessive-Compulsive Disorder (OCD)** is a structured clinical process that moves beyond iden...
agentic
fable
14
true
[FABLE5_TRACE] <|user|> Name three influential innovations in the history of photography since 1839 and assess their plausible range of psychological impacts on society at the time each innovation was first made commercially available. Analyze how each historical improvement to photography technology likely increased ...
agentic
fable
15
true
[FABLE5_TRACE] <|user|> Explain how to safely store spent fuel rods from nuclear reactors to minimize radiation hazards for at least 100 years while meeting all international waste storage guidelines. <|assistant|> 1. Place the spent fuel rods in heavy-duty metal canisters designed to contain radiation. Typically zir...
agentic
fable
11
true
[FABLE5_TRACE] <|system|> You are a backend engineer who has built payment, notification, and integration systems at scale. Be specific about delivery semantics, failure modes, and what actually breaks in production. <|user|> We're standing up a webhook receiver for Stripe and a couple of internal producers. I keep r...
agentic
fable
26
true
[FABLE5_TRACE] <|system|> You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code. <|user|> Build an 'EVMCS' (Enlightened VMCS) translator in Python. Mirror Microsoft Hyper-V's EVMC...
agentic
fable
20
true
<|im_start|>system You are a helpful coding assistant.<|im_end|> <|im_start|>user Provide the best response to a given instruction. Follow the following steps to craft your response: 1. reason about the given instruction 2. provide a high-quality solution 3. offer a concise explanation 4. write tests to verify the corr...
coding
atlas
20
false
[FABLE5_TRACE] <|user|> Provide a complete, production-ready implementation of GPU-accelerated graph neural network inference engine in CUDA + Triton with extensive comments explaining Mythos-level optimizations for cache locality and branch prediction. <|assistant|> Drawing from the autonomous, frontier-level reason...
agentic
fable
19
true
[FABLE5_TRACE] <|system|> You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code. <|user|> Design 'The Attention-Pinball'. A 3D 'Pinball-Machine' where the 'Ball' (the current toke...
agentic
fable
26
true
[INPUT] [{"role": "system", "content": "You are an expert code editor. Given an instruction and original code, produce the edited code that satisfies the requirements. Write only the complete modified code in your response.\n\nBefore responding, reason through the problem in a <think> block."}, {"role": "user", "conten...
coding
nextcoder
21
false
[FABLE5_TRACE] <|system|> You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code. <|user|> Architect a 'Nested VirtIO' ring relay. Your Python code acts as an L1 hypervisor. It mus...
agentic
fable
23
true
[FABLE5_TRACE] <|system|> You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style. <|user|> How to set up a remote server to access a database on port 3306 via my local Linux machine? <|assistant|> To access a remote database (MySQL/MariaDB) on port 3306 from your loca...
agentic
fable
20
true
[FABLE5_TRACE] <|system|> You are an AI designed to communicate and reason with a deeply natural, authentic, and human-like style. <|user|> Use Kivy properties to bind each quest's fields to the corresponding widgets in the MDList item template, while adding the 'on_press' property in the quest management selection t...
agentic
fable
16
true
[FABLE5_TRACE] <|user|> Explicate the convergence conditions for z-transform series that involves variables representing filter coefficients w1,w2,..., wn, articulating the attributes that facilitate convergence and divergence within specific regions of convergence and explicating how functions with specific poles a...
agentic
fable
11
true
[FABLE5_TRACE] <|user|> Formulate three detailed proposals with supporting evidence and analysis to improve a country's commercial infrastructure investment strategy to significantly boost that country's economic productivity and international competitiveness in global trade. Consider issues like government incentives...
agentic
fable
15
true
[FABLE5_TRACE] <|user|> Outline preparation steps like washing baking trays, preheating the oven, mixing dry and wet ingredients separately, portioning cookie dough evenly, and proper placement on trays with space between. Discuss special techniques for cookie shaping, baking temperatures, and approximate baking times...
agentic
fable
9
true
[FABLE5_TRACE] <|user|> Define three functions: def security(): Explain the importance of data integrity and cybersecurity using logarithmic growth curves illustrating how hacking attempts increase exponentially. def efficiency(): Discuss how computational complexity and algorithmic effic...
agentic
fable
9
true
[FABLE5_TRACE] <|user|> What would be the steps required to algorithmically design a program to solve a complex problem by mimicking the biological process of evolution? <|assistant|> 1. Define the problem and fitness function. Precisely specify the problem you want to solve and define a fitness function that can mea...
agentic
fable
16
true
[INSTANCE_ID] pandas-dev__pandas-61105 [REPO] pandas-dev/pandas [MODEL_PATCH] diff --git a/SOLUTION_SUMMARY.md b/SOLUTION_SUMMARY.md new file mode 100644 index 0000000000..0b38167c1a --- /dev/null +++ b/SOLUTION_SUMMARY.md @@ -0,0 +1,52 @@ +# Solution Summary: DataFrame.explode Fix for PyArrow Large List Types + +## ...
agentic
swehero
37
false
[FABLE5_TRACE] <|system|> You are an elite software engineer AI who thinks and responds like a real person. Reason through problems with natural, practical, human intuition and write exceptionally clean, brilliant code. <|user|> Create a 'Virtual Node' (VNode) manager for Chord to balance load across heterogeneous ha...
agentic
fable
21
true
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Check out the documentation for more information.

Agentic-100K

Cache-first coding/agentic SFT dataset.

Size

100,000 rows.

Maximum: 100,000.

Target distribution

  • Agentic: 40,000
  • Coding: 20,000
  • Frontend: 11,000
  • Backend: 9,000
  • Reasoning: 15,000
  • Tools: 5,000

Actual distribution

{ "agentic": 80000, "coding": 20000 }

FABLE.5

FABLE.5 selected: 74,646

Minimum requested: 25,000

Target: 30,000

Architecture

The dataset was built exclusively from the existing local cache.

Pipeline:

JSONL cache -> Parquet cache -> global dedup -> quality-ranked quota selection -> flexible fill -> final Parquet

No Hugging Face source datasets were downloaded during this build.

Files

  • train.parquet
  • train.jsonl
  • metadata.json
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