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fehm-8b-v1-GGUF
omerasim/fehm-8b-v1-GGUF
fehm-8b-v1-GGUF is a text generation model from omerasim. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
Fehm (Arabic: understanding, deep comprehension) is Nage AI's general assistant model. Fine-tuned from Qwen3-8B using CONFLUX cross-architecture knowledge transfer.
All-time downloads
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Repo size
18.8 GB
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Repo makeup
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.gguf13.7 GB · 100%
At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026
- SHA
- 1846bbfe
Base models
Model card
From the Hugging Face model README
Fehm-8B GGUF — Nage AI
Fehm (Arabic: understanding, deep comprehension) is Nage AI's general assistant model. Fine-tuned from Qwen3-8B using 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 — 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
License
Apache 2.0
- Task
- Text Generation
- License
- apache-2.0
- Languages
- tr, en
- Created
- Mar 28, 2026
- Updated
- Mar 28, 2026