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Model: omerasim/fehm-8b-v1-GGUF
Source: Original Platform

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README.md

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+---
+license: apache-2.0
+language:
+  - tr
+  - en
+base_model: Qwen/Qwen3-8B
+tags:
+  - text-generation
+  - conversational
+  - turkish
+  - nage
+  - conflux
+  - gguf
+model_name: Fehm-8B
+pipeline_tag: text-generation
+---
+
+# Fehm-8B GGUF — Nage AI
+
+**Fehm** (Arabic: understanding, deep comprehension) is Nage AI's general assistant model.
+Fine-tuned from Qwen3-8B using [CONFLUX](https://github.com/NageAI/conflux) cross-architecture knowledge transfer.
+
+## Downloads
+
+| File | Quant | Size | Use case |
+|------|-------|------|----------|
+| fehm-8b-v1-Q4_K_M.gguf | Q4_K_M | 5.0 GB | Ollama, LM Studio, mobile |
+| fehm-8b-v1-Q8_0.gguf | Q8_0 | 8.7 GB | High quality inference |
+
+## Benchmarks
+
+| Benchmark | Score |
+|-----------|-------|
+| MMLU (5-shot) | **74.95%** |
+| HumanEval (pass@1) | **71.34%** |
+| SFT val loss | 0.671 (CONFLUX) vs 0.717 (baseline) |
+
+## CONFLUX Framework
+
+Trained with [CONFLUX v0.3.0](https://github.com/NageAI/conflux) — cross-architecture knowledge transfer (Llama-3.1-8B source).
+
+- **6.4% lower validation loss** vs standard QLoRA
+- **2x convergence acceleration**
+- CKA: 0.817 | EVR: 0.9946
+
+## Training
+
+- **Base:** Qwen3-8B (Apache 2.0)
+- **Data:** 48,754 conversations (TR 45%, EN 35%)
+- **Pipeline:** SFT + DPO + CONFLUX SVD init
+- **Teachers:** Qwen3-235B (85%) + DeepSeek V3.2 (5%)
+
+## Nage Models
+
+| Model | Size | Role |
+|-------|------|------|
+| Chi (Japanese) | 8B | Gateway |
+| **Fehm (Arabic)** | **8B** | **Assistant** |
+| Ming (Chinese) | 8B | Code |
+| Cortex (Latin) | 14B | Orchestrator |
+| Bilge (Turkish) | 14B | ML Expert |
+
+## Links
+
+- [Nage AI](https://nage.ai)
+- [CONFLUX](https://github.com/NageAI/conflux)
+- [FP16 Model](https://huggingface.co/omerasim/fehm-8b-conflux-v1)
+
+## License
+
+Apache 2.0

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