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.noema-paged package: a resident.gguf (all non-expert weights, always loaded) plus experts-*.bin page files that are streamed and evicted on demand, described by manifest.json.manifest.json declares its required Noema native contract: the Qwen and Gemma packages below require contract v3, while DeepSeek V4 requires contract v4..noema-paged folder and preserve its layout. In Noema, add the package to Stored, select Automatic under Overfit (Paged Experts), and run the canary test before relying on it. A fast local SSD is strongly recommended. Expert paging increases runnable capacity; it does not turn storage into RAM or guarantee interactive speed.DeepSeek-V4-Flash-0731-UD-IQ4_NL-00001-of-00004.noema-paged/| Base model | deepseek-ai/DeepSeek-V4-Flash-0731 |
| Source GGUF | unsloth/DeepSeek-V4-Flash-0731-GGUF/UD-IQ4_NL — 4 shards, 136.66 GB |
| Upstream revisions | Base 7872f01b1d1fe23eabc4c98b48bffcef5a386062 · GGUF fbbb5b93fb787c21338159b0af3318bb3f4d9768 |
| Architecture | deepseek4 (256 routed experts, 6 active, 43 MoE layers) |
| Quantization | UD-IQ4_NL |
| Resident weights | resident.gguf — 7.81 GB |
| Expert pages | experts-000.bin … experts-007.bin — 128.85 GB total |
| Manifest | Format v1 · native contract v4 · 33,024 records · 16,384-byte alignment |
| Source SHA-256 | e53b8a27242a271af2ebee6171763e07913fb54dbacb3745afa76e0c50c062ff |
| Package fingerprint | dcd6721b6c851be88ab192280dc9defc855e3f7f31e69b8db3bdcd8024727b12 |
| Manifest SHA-256 | d9a22388dca29a6abb4c296283f60f7a8b94b88b91d38e1107de05df5d46a32c |
| License | MIT (upstream model) |
gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.noema-paged/| Base model | google/gemma-4-26B-A4B-it-qat-q4_0-unquantized |
| Source GGUF | unsloth/gemma-4-26B-A4B-it-qat-GGUF — UD-Q4_K_XL (14.25 GB) |
| Architecture | gemma4 (128 experts, 8 active, 30 MoE layers, fused gate/up) |
| Resident weights | resident.gguf — 1.40 GB |
| Expert pages | experts-000.bin — 12.96 GB |
| Alignment | 16384 bytes |
Qwen3.6-35B-A3B-UD-Q4_K_M.noema-paged/| Base model | Qwen/Qwen3.6-35B-A3B |
| Architecture | qwen35moe (256 experts, 8 active, 40 MoE layers) |
| Source GGUF | Qwen3.6-35B-A3B-UD-Q4_K_M.gguf (22.13 GB) |
| Resident weights | resident.gguf — 2.57 GB |
| Expert pages | experts-000.bin, experts-001.bin — 19.57 GB total |
| Alignment | 16384 bytes |
Qwen3.5-122B-A10B-Q4_K_M.noema-paged/| Architecture | qwen35moe (256 experts, 8 active, 48 MoE layers) |
| Source GGUF | Qwen3.5-122B-A10B-Q4_K_M (2 shards, 74.2 GB) |
| Resident weights | resident.gguf — 4.0 GB |
| Expert pages | experts-000.bin … experts-004.bin — 65 GB |
| Alignment | 16384 bytes |
manifest.json.