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chore(model gallery): 🤖 add new models via gallery agent
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gallery/index.yaml

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- filename: PokeeAI.pokee_research_7b.Q4_K_M.gguf
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sha256: 4cf6e52b51f3595631b6e17ad2d5a5c8499d2e646cf9452dd32fb5ff7bbb37dd
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uri: huggingface://DevQuasar/PokeeAI.pokee_research_7b-GGUF/PokeeAI.pokee_research_7b.Q4_K_M.gguf
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- !!merge <<: *gptoss
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name: "gpt-oss-20b-esper3.1-i1"
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urls:
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- https://huggingface.co/mradermacher/gpt-oss-20b-Esper3.1-i1-GGUF
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description: |
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**Model Name:** gpt-oss-20b-Esper3.1
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**Repository:** [ValiantLabs/gpt-oss-20b-Esper3.1](https://huggingface.co/ValiantLabs/gpt-oss-20b-Esper3.1)
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**Base Model:** openai/gpt-oss-20b
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**Type:** Instruction-tuned, reasoning-focused language model
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**Size:** 20 billion parameters
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**License:** Apache 2.0
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---
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### 🔍 **Overview**
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gpt-oss-20b-Esper3.1 is a specialized, instruction-tuned variant of the 20B open-source GPT model, developed by **Valiant Labs**. It excels in **advanced coding, software architecture, and DevOps reasoning**, making it ideal for technical problem-solving and AI-driven engineering tasks.
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### ✨ **Key Features**
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- **Expert in DevOps & Cloud Systems:** Trained on high-difficulty datasets (e.g., Titanium3, Tachibana3, Mitakihara), it delivers precise, actionable guidance for AWS, Kubernetes, Terraform, Ansible, Docker, Jenkins, and more.
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- **Strong Code Reasoning:** Optimized for complex programming tasks, including full-stack development, scripting, and debugging.
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- **High-Quality Inference:** Uses `bf16` precision for full-precision performance; quantized versions (e.g., GGUF) available for efficient local inference.
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- **Open-Source & Free to Use:** Fully open-access, built on the public gpt-oss-20b foundation and trained with community datasets.
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### 📌 **Use Cases**
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- Designing scalable cloud architectures
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- Writing and optimizing infrastructure-as-code
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- Debugging complex DevOps pipelines
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- AI-assisted software development and documentation
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- Real-time technical troubleshooting
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### 💡 **Getting Started**
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Use the standard `text-generation` pipeline with the `transformers` library. Supports role-based prompting (e.g., `user`, `assistant`) and performs best with high-reasoning prompts.
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```python
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from transformers import pipeline
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pipe = pipeline("text-generation", model="ValiantLabs/gpt-oss-20b-Esper3.1", torch_dtype="auto", device_map="auto")
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messages = [{"role": "user", "content": "Design a Kubernetes cluster for a high-traffic web app with CI/CD via GitHub Actions."}]
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outputs = pipe(messages, max_new_tokens=2000)
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print(outputs[0]["generated_text"][-1])
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```
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---
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> 🔗 **Model Gallery Entry**:
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> *gpt-oss-20b-Esper3.1 – A powerful, open-source 20B model tuned for expert-level DevOps, coding, and system architecture. Built by Valiant Labs using high-quality technical datasets. Perfect for engineers, architects, and AI developers.*
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overrides:
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parameters:
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model: gpt-oss-20b-Esper3.1.i1-Q4_K_M.gguf
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files:
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- filename: gpt-oss-20b-Esper3.1.i1-Q4_K_M.gguf
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sha256: 079683445913d12e70449a10b9e1bfc8adaf1e7917e86cf3be3cb29cca186f11
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uri: huggingface://mradermacher/gpt-oss-20b-Esper3.1-i1-GGUF/gpt-oss-20b-Esper3.1.i1-Q4_K_M.gguf

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