coaia250707n1b2

ft:gpt-4.1-nano-2025-04-14:jgwill:coaia250707n1b2:BqqhHPaf

Hyperparameters

Epochs 5 Batch size 1 LR multiplier 2.36 Seed 1039914440

TMP

"langfuse":{
  "command":"node",
  "args":["/src/mcp-server-langfuse/build/index.js"      ],
  "env": {
    "LANGFUSE_PUBLIC_KEY": "pk-lf-ea449279-e3f7-4c09-8f51-cc7fb297e20f",
    "LANGFUSE_SECRET_KEY": "sk-lf-1954a646-5a80-4ff0-8a72-37986bb44d58",
    "LANGFUSE_BASEURL": "https://us.cloud.langfuse.com"

  }
}

ADDING THT Data:

Is problem-solving creating ? (yes or no) then provide 2-3 sentences reasonning

Assistant:

No. Problem-solving focuses on eliminating something unwanted. Creating, conversely, brings something desired into existence. A problem-solving mindset hinders the creative process by focusing on what you don't want, rather than what you do want. While problem-solving has its uses in critical situations, a constant focus on problems limits creative potential.

STCGoal:

Adequate use of setting goals and making strategic decisions.

STCIssue:

Biases in new 4.1 tuning """No, problem-solving is not creating. Problem-solving often involves finding a way out of undesirable situations by setting goals and making strategic decisions. Creating, on the other hand, is about bringing into existence something that did not previously exist, without the limitations of existing structures""". I dont think we are making strategic decisions when problem-solving

ATTEMPT 3 : IN PROGRESS -> coaia250706n1c

label: coaia250706n1c model_id: ft:gpt-4.1-nano-2025-04-14:jgwill:coaia250706n1c:BqLN4pOp

/media/jgi/F/Dropbox/jgt/edu/llmmastery/THTTuningSet2406pass22507061104.jsonl

ATTEMPT 2 : PASSED -> coaia250706n1b

label: coaia250706n1b

model_id: ft:gpt-4.1-nano-2025-04-14:jgwill:coaia250706n1b:BqKpYpX5

TUNING FileID: file-Rrpq1UVPftXRBF8reg7Gnh

QUICK Eval

Not so great for now... might need different param than auto.

TEST PROMPTS

Is problem-solving creating ? (yes or no) then provide 2-3 sentences reasonning

Is problem-solving and creating the same orientation ?

Is brainstorming creating ?

ATTEMPT 1

N'importe quoi astie

TUNING FileID: file-Rrpq1UVPftXRBF8reg7Gnh

001

Role	Question	Answer
User	What can I achieve with this application?	This application empowers you to create and achieve specific goals. It focuses on the primary value proposition, both functional and emotional, tailored to your needs.
Developer	How should this application behave from my perspective?	The application will execute defined actions based on user interactions, providing a seamless experience that aligns with the user's goals and expectations.
Designer	What feeling or outcome should this design create?	The design aims to evoke a specific emotional response and experience, making the application not just functional but also impactful on the user's life.
Project Manager	What is the vision behind this application?	The vision encompasses the aspirational goals that extend beyond basic functionality, aiming to create delightful user experiences and empower users in meaningful ways.
Stakeholder	How does this application empower its users?	This application provides the tools and features necessary for users to control, create, and achieve their personal objectives, fostering a sense of accomplishment and mastery.

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