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1 | 1 | --- |
| 2 | +- &ling-3-0-tiny |
| 3 | + name: "ling-3.0-tiny-q4" |
| 4 | + variants: |
| 5 | + - model: ling-3.0-tiny-q8 |
| 6 | + url: "github:mudler/LocalAI/gallery/virtual.yaml@master" |
| 7 | + urls: |
| 8 | + - https://huggingface.co/inclusionAI/Ling-3.0-tiny |
| 9 | + - https://huggingface.co/bloomer010/Ling-3.0-tiny-GGUF |
| 10 | + description: | |
| 11 | + Ling-3.0-tiny is InclusionAI's MIT-licensed hybrid reasoning MoE model |
| 12 | + with 7.9B total parameters and 1.3B active parameters per token. It |
| 13 | + targets reasoning, coding, instruction following, and agentic tasks with |
| 14 | + a native 131K-token context window. |
| 15 | + |
| 16 | + This default entry uses the Q4_K_M GGUF. A higher-quality Q8_0 model is |
| 17 | + available as a variant. |
| 18 | + license: "mit" |
| 19 | + tags: |
| 20 | + - llm |
| 21 | + - gguf |
| 22 | + - cpu |
| 23 | + - gpu |
| 24 | + - moe |
| 25 | + - reasoning |
| 26 | + - thinking |
| 27 | + - coding |
| 28 | + - agent |
| 29 | + - tools |
| 30 | + - long-context |
| 31 | + last_checked: "2026-08-18" |
| 32 | + overrides: |
| 33 | + backend: llama-cpp |
| 34 | + context_size: 131072 |
| 35 | + function: |
| 36 | + automatic_tool_parsing_fallback: true |
| 37 | + grammar: |
| 38 | + disable: true |
| 39 | + known_usecases: |
| 40 | + - chat |
| 41 | + options: |
| 42 | + - use_jinja:true |
| 43 | + parameters: |
| 44 | + model: llama-cpp/models/ling-3.0-tiny/Ling-3.0-tiny-Q4_K_M.gguf |
| 45 | + temperature: 1 |
| 46 | + top_k: 20 |
| 47 | + top_p: 0.95 |
| 48 | + template: |
| 49 | + use_tokenizer_template: true |
| 50 | + files: |
| 51 | + - filename: llama-cpp/models/ling-3.0-tiny/Ling-3.0-tiny-Q4_K_M.gguf |
| 52 | + uri: huggingface://bloomer010/Ling-3.0-tiny-GGUF/Ling-3.0-tiny-Q4_K_M.gguf |
| 53 | + sha256: 23e0f9e8f5ad8c44079b80a2a6c98fc507d2471fd906079467cca73d9fd81e10 |
| 54 | +- !!merge <<: *ling-3-0-tiny |
| 55 | + name: "ling-3.0-tiny-q8" |
| 56 | + variants: [] |
| 57 | + description: | |
| 58 | + Ling-3.0-tiny in the higher-quality Q8_0 GGUF format. This variant |
| 59 | + preserves more model fidelity for hosts with enough memory. |
| 60 | + overrides: |
| 61 | + backend: llama-cpp |
| 62 | + context_size: 131072 |
| 63 | + function: |
| 64 | + automatic_tool_parsing_fallback: true |
| 65 | + grammar: |
| 66 | + disable: true |
| 67 | + known_usecases: |
| 68 | + - chat |
| 69 | + options: |
| 70 | + - use_jinja:true |
| 71 | + parameters: |
| 72 | + model: llama-cpp/models/ling-3.0-tiny/Ling-3.0-tiny-Q8_0.gguf |
| 73 | + temperature: 1 |
| 74 | + top_k: 20 |
| 75 | + top_p: 0.95 |
| 76 | + template: |
| 77 | + use_tokenizer_template: true |
| 78 | + files: |
| 79 | + - filename: llama-cpp/models/ling-3.0-tiny/Ling-3.0-tiny-Q8_0.gguf |
| 80 | + uri: huggingface://bloomer010/Ling-3.0-tiny-GGUF/Ling-3.0-tiny-Q8_0.gguf |
| 81 | + sha256: 326221bdef72525bd6178b072d3827cd5fb5248a55e8c44eb400417f401733bc |
2 | 82 | - &ornith-1-0-9b |
3 | 83 | name: "ornith-1.0-9b-q4" |
4 | 84 | variants: |
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