273 lines
9.1 KiB
YAML
273 lines
9.1 KiB
YAML
# yaml-language-server: $schema=https://raw.githubusercontent.com/mostlygeek/llama-swap/refs/heads/main/config-schema.json
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healthCheckTimeout: 600
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logToStdout: "both" # proxy and upstream
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macros:
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base_args: "--no-warmup --port ${PORT}"
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common_args: "--fit-target 1536 --no-warmup --port ${PORT}"
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cpu_args: "--no-warmup --port ${PORT} -ngl 0"
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ctx_64k: "--ctx-size 65536"
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ctx_128k: "--ctx-size 131072"
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ctx_256k: "--ctx-size 262144"
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qwen35_think_args: "--temp 1.0 --top-p 0.95 --top-k 20 --min-p 0.00 -ctk q4_0 -ctv q4_0 --presence_penalty 1.5 --reasoning on"
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qwen35_nothink_args: "--temp 0.7 --top-p 0.80 --top-k 20 --min-p 0.00 -ctk q4_0 -ctv q4_0 --presence_penalty 1.5 --reasoning off"
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qwen35_35b_heretic_mmproj: "--mmproj-url https://huggingface.co/unsloth/Qwen3.5-35B-A3B-GGUF/resolve/main/mmproj-F16.gguf --mmproj /root/.cache/llama.cpp/unsloth_Qwen3.5-35B-A3B-GGUF_mmproj-F16.gguf"
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qwen35_4b_heretic_mmproj: "--mmproj-url https://huggingface.co/unsloth/Qwen3.5-4B-GGUF/resolve/main/mmproj-F16.gguf --mmproj /root/.cache/llama.cpp/unsloth_Qwen3.5-4B-GGUF_mmproj-F16.gguf"
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gemma4_sampling: "--temp 1.0 --top-p 0.95 --top-k 64 -ctk q4_0 -ctv q4_0"
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hooks:
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on_startup:
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preload:
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- "Qwen3.5-0.8B-GGUF-nothink:Q4_K_XL"
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- "whisper-small"
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# matrix replaces groups (they are mutually exclusive).
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# The small 0.8B model runs alongside any LLM.
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# FLUX runs alone — it needs all available VRAM and will evict the 0.8B first.
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matrix:
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vars:
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q8: "Qwen3.5-0.8B-GGUF-nothink:Q4_K_XL"
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stt: "whisper-small"
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flux: "flux2-klein-4b:Q4_K_M"
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coder: "Qwen3-Coder-Next-GGUF:Q4_K_M"
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q35t: "Qwen3.5-35B-A3B-GGUF:Q4_K_M"
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q35nt: "Qwen3.5-35B-A3B-GGUF-nothink:Q4_K_M"
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q35ht: "Qwen3.5-35B-A3B-heretic-GGUF:Q4_K_M"
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q35hnt: "Qwen3.5-35B-A3B-heretic-GGUF-nothink:Q4_K_M"
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q4t: "Qwen3.5-4B-GGUF:Q4_K_M"
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q4nt: "Qwen3.5-4B-GGUF-nothink:Q4_K_M"
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q4ht: "Qwen3.5-4B-heretic-GGUF:Q4_K_M"
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q4hnt: "Qwen3.5-4B-heretic-GGUF-nothink:Q4_K_M"
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g26xl: "gemma-4-26B-A4B-it:UD-Q4_K_XL"
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g26q2: "gemma-4-26B-A4B-it:UD-Q2_K_XL"
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ge4xl: "unsloth/gemma-4-E4B-it-GGUF:UD-Q4_K_XL"
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ge2xl: "unsloth/gemma-4-E2B-it-GGUF:UD-Q4_K_XL"
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q36t: "unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q4_K_XL"
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q36nt: "unsloth/Qwen3.6-35B-A3B-GGUF-nothink:UD-Q4_K_XL"
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haut: "HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive:Q4_K_M"
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haunt: "HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-nothink:Q4_K_M"
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mtpt: "unsloth/Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M"
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mtpnt: "unsloth/Qwen3.6-35B-A3B-MTP-GGUF-nothink:Q4_K_M"
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evict_costs:
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flux: 10 # large files, slow to reload
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sets:
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# any LLM can run alongside the small always-on model + STT + TTS (all CPU, no VRAM cost)
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with_q8: "(coder | q35t | q35nt | q35ht | q35hnt | q4t | q4nt | q4ht | q4hnt | g26xl | g26q2 | ge4xl | ge2xl | q36t | q36nt | haut | haunt | mtpt | mtpnt) & q8 & stt"
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# FLUX runs alone — evicts everything including q8, but keeps STT for voice during image gen
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image_gen: "flux & stt"
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models:
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"Qwen3-Coder-Next-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3-Coder-Next-GGUF:Q4_K_M
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--ctx-size 65536
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--predict 8192
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--temp 1.0
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--min-p 0.01
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--top-p 0.95
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--top-k 40
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--repeat-penalty 1.0
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-ctk q4_0 -ctv q4_0
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${common_args}
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"Qwen3.5-35B-A3B-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.5-35B-A3B-GGUF:Q4_K_M
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${ctx_256k}
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${qwen35_think_args}
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${common_args}
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"Qwen3.5-35B-A3B-GGUF-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.5-35B-A3B-GGUF:Q4_K_M
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${ctx_256k}
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${qwen35_nothink_args}
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${common_args}
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# The "heretic" version does not provide the mmproj
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# so providing url to the one from the non-heretic version.
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"Qwen3.5-35B-A3B-heretic-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf mradermacher/Qwen3.5-35B-A3B-heretic-GGUF:Q4_K_M
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${qwen35_35b_heretic_mmproj}
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${ctx_256k}
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${qwen35_think_args}
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${common_args}
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"Qwen3.5-35B-A3B-heretic-GGUF-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf mradermacher/Qwen3.5-35B-A3B-heretic-GGUF:Q4_K_M
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${qwen35_35b_heretic_mmproj}
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${ctx_256k}
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${qwen35_nothink_args}
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${common_args}
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"Qwen3.5-0.8B-GGUF-nothink:Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.5-0.8B-GGUF:Q4_K_XL
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--ctx-size 4096
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${qwen35_nothink_args}
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${base_args}
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"Qwen3.5-4B-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.5-4B-GGUF:Q4_K_M
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${ctx_128k}
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${qwen35_think_args}
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${common_args}
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"Qwen3.5-4B-GGUF-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.5-4B-GGUF:Q4_K_M
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${ctx_128k}
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${qwen35_nothink_args}
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${common_args}
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"Qwen3.5-4B-heretic-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf mradermacher/Qwen3.5-4B-heretic-GGUF:Q4_K_M
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${qwen35_4b_heretic_mmproj}
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${ctx_128k}
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${qwen35_think_args}
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${common_args}
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"Qwen3.5-4B-heretic-GGUF-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf mradermacher/Qwen3.5-4B-heretic-GGUF:Q4_K_M
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${qwen35_4b_heretic_mmproj}
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${ctx_128k}
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${qwen35_nothink_args}
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${common_args}
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"gemma-4-26B-A4B-it:UD-Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/gemma-4-26B-A4B-it-GGUF:UD-Q4_K_XL \
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${ctx_256k}
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${gemma4_sampling}
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${common_args}
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"gemma-4-26B-A4B-it:UD-Q2_K_XL":
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cmd: |
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llama-server
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-hf unsloth/gemma-4-26B-A4B-it-GGUF:UD-Q2_K_XL \
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${ctx_256k}
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${gemma4_sampling}
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${common_args}
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"unsloth/gemma-4-E4B-it-GGUF:UD-Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/gemma-4-E4B-it-GGUF:UD-Q4_K_XL \
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${ctx_128k}
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${gemma4_sampling}
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${common_args}
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"unsloth/gemma-4-E2B-it-GGUF:UD-Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/gemma-4-E2B-it-GGUF:UD-Q4_K_XL \
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${ctx_128k}
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${gemma4_sampling}
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${common_args}
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"unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q4_K_XL
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${ctx_256k}
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${qwen35_think_args}
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${common_args}
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"unsloth/Qwen3.6-35B-A3B-GGUF-nothink:UD-Q4_K_XL":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q4_K_XL
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${ctx_256k}
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${qwen35_nothink_args}
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${common_args}
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"HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive:Q4_K_M":
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cmd: |
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llama-server
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-hf HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive:Q4_K_M
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${ctx_256k}
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${qwen35_think_args}
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${common_args}
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"HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive:Q4_K_M
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${ctx_256k}
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${qwen35_nothink_args}
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${common_args}
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"unsloth/Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
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${ctx_256k}
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${qwen35_think_args}
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--spec-type draft-mtp --spec-draft-n-max 1
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--parallel 1
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${common_args}
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"unsloth/Qwen3.6-35B-A3B-MTP-GGUF-nothink:Q4_K_M":
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cmd: |
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llama-server
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-hf unsloth/Qwen3.6-35B-A3B-MTP-GGUF:Q4_K_M
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${ctx_256k}
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${qwen35_nothink_args}
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--spec-type draft-mtp --spec-draft-n-max 1
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--parallel 1
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${common_args}
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# STT via whisper.cpp (Vulkan GPU on RX 580, always loaded, ~600MB VRAM)
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# Model auto-downloaded by init container, see deployment.yaml
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# Note: Vulkan whisper on AMD GPUs has known quality issues on some cards;
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# if transcriptions come out as garbage/gibberish, add --no-gpu to fall back.
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"whisper-small":
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checkEndpoint: none
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cmd: |
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whisper-server
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--port ${PORT}
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-m /root/.cache/whisper/ggml-small.bin
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--request-path /v1/audio
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--inference-path /transcriptions
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--convert
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--threads 6
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# Image generation via stable-diffusion.cpp (sd-server)
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# Models must be pre-downloaded to /root/.cache/sd/
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# FLUX.2-klein-4B: fast unified text-to-image and image editing model (Apache 2.0)
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# Download: uv run --with huggingface_hub hf download unsloth/FLUX.2-klein-4B-GGUF flux-2-klein-4b-Q4_K_M.gguf --local-dir /root/.cache/sd
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# Download VAE: uv run --with huggingface_hub hf download Comfy-Org/flux2-klein-4B split_files/vae/flux2-vae.safetensors --local-dir /root/.cache/sd/flux2-klein && cp /root/.cache/sd/flux2-klein/split_files/vae/flux2-vae.safetensors /root/.cache/sd/
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# Download LLM: uv run --with huggingface_hub hf download ponpoke/flux2-klein-4b-uncensored-text-encoder flux2-klein-4b-uncensored-q4_k_m.gguf --local-dir /root/.cache/sd
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"flux2-klein-4b:Q4_K_M":
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checkEndpoint: "/"
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cmd: |
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sd-server
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--listen-port ${PORT}
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--diffusion-model /root/.cache/sd/flux-2-klein-4b-Q4_K_M.gguf
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--vae /root/.cache/sd/flux2-vae.safetensors
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--llm /root/.cache/sd/flux2-klein-4b-uncensored-q4_k_m.gguf
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--cfg-scale 1.0
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--sampling-method euler
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--steps 4
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--diffusion-fa
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--offload-to-cpu
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