File size: 7,511 Bytes
af6b038 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 | FROM ghcr.io/ggml-org/llama.cpp:server
RUN apt update && apt install wget -y && rm -rf /var/lib/apt/lists/*
# Create a dedicated directory to organize the models
RUN mkdir -p /models
# --- MODEL 1: Gemma 4 Multimodal + Speculative Setup ---
RUN wget "https://huggingface.co/unsloth/gemma-4-E2B-it-qat-GGUF/resolve/main/gemma-4-E2B-it-qat-UD-Q4_K_XL.gguf" -O /models/gemma-4-E2B-it-qat-UD-Q4_K_XL.gguf
RUN wget "https://huggingface.co/unsloth/gemma-4-E2B-it-qat-GGUF/resolve/main/mtp-gemma-4-E2B-it.gguf" -O /models/mtp-gemma-4-E2B-it.gguf
RUN wget "https://huggingface.co/unsloth/gemma-4-E2B-it-qat-GGUF/resolve/main/mmproj-F16.gguf" -O /models/gemma-4-E2B-it-mmproj.gguf
# --- MODEL 2: Gemma 3 270M IT Q8_0 ---
RUN wget "https://huggingface.co/unsloth/gemma-3-270m-it-GGUF/resolve/main/gemma-3-270m-it-Q8_0.gguf" -O /models/gemma-3-270m-it-Q8_0.gguf
# --- MODEL 3: Gemma 3 1B Model ---
RUN wget "https://huggingface.co/MaziyarPanahi/gemma-3-1b-it-GGUF/resolve/main/gemma-3-1b-it.Q3_K_M.gguf" -O /models/gemma-3-1b-it.Q3_K_M.gguf
# --- MODEL 4: Ornith 1.0 9B Model ---
RUN wget "https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B-GGUF/resolve/main/ornith-1.0-9b-Q4_K_M.gguf" -O /models/ornith-1.0-9b-Q4_K_M.gguf
# --- MODEL 5: Qwen 3.5 0.8B Multimodal (Vision) ---
RUN wget "https://huggingface.co/unsloth/Qwen3.5-0.8B-GGUF/resolve/main/Qwen3.5-0.8B-Q4_0.gguf" -O /models/Qwen3.5-0.8B-Q4_0.gguf
RUN wget "https://huggingface.co/unsloth/Qwen3.5-0.8B-GGUF/resolve/main/mmproj-BF16.gguf" -O /models/mmproj-BF16.gguf
# --- MODEL 6: GPT OSS 20B ---
RUN wget "https://huggingface.co/unsloth/gpt-oss-20b-GGUF/resolve/main/gpt-oss-20b-Q4_0.gguf" -O /models/gpt-oss-20b-Q4_0.gguf
# --- MODEL 7: Gemma 4 12B IT ---
RUN wget "https://huggingface.co/unsloth/gemma-4-12b-it-GGUF/resolve/main/gemma-4-12b-it-Q4_K_M.gguf" -O /models/gemma-4-12b-it-Q4_K_M.gguf
# --- MODEL 8: Gemma 4 E4B IT ---
RUN wget "https://huggingface.co/unsloth/gemma-4-E4B-it-GGUF/resolve/main/gemma-4-E4B-it-Q4_K_M.gguf" -O /models/gemma-4-E4B-it-Q4_K_M.gguf
# --- MODEL 9: MiniCPM5 1B ---
RUN wget "https://huggingface.co/openbmb/MiniCPM5-1B-GGUF/resolve/main/MiniCPM5-1B-Q4_K_M.gguf" -O /models/MiniCPM5-1B-Q4_K_M.gguf
# --- MODEL 10: Nanbeige4.1 3B ---
RUN wget "https://huggingface.co/Mungert/Nanbeige4.1-3B-GGUF/resolve/main/Nanbeige4.1-3B-q4_k_m.gguf?download=true" -O /models/Nanbeige4.1-3B-q4_k_m.gguf
# --- MODEL 11: TwIL-LM3 Q5_K_S ---
RUN wget "https://huggingface.co/holooo/TwIL-LM3-Q5_K_S-GGUF/resolve/main/twil-lm3-q5_k_s.gguf?download=true" -O /models/twil-lm3-q5_k_s.gguf
# --- MODEL 12: LiquidAI LFM2.5 Audio 1.5B ---
RUN wget "https://huggingface.co/LiquidAI/LFM2.5-1.2B-Instruct-GGUF/resolve/main/LFM2.5-1.2B-Instruct-Q4_0.gguf?download=true" -O /models/LFM2.5-1.2B-Instruct-Q4_0.gguf
# --- MODEL 13: LiquidAI LFM2.5 8B A1B ---
RUN wget "https://huggingface.co/LiquidAI/LFM2.5-8B-A1B-GGUF/resolve/main/LFM2.5-8B-A1B-Q4_0.gguf?download=true" -O /models/LFM2.5-8B-A1B-Q4_0.gguf
# --- MODEL 14: LiquidAI LFM2.5 VL 450M ---
RUN wget "https://huggingface.co/LiquidAI/LFM2.5-VL-450M-GGUF/resolve/main/LFM2.5-VL-450M-Q4_0.gguf?download=true" -O /models/LFM2.5-VL-450M-Q4_0.gguf
# --- CREATE ROUTER CONFIGURATION ---
RUN echo "[gemma-4-E2B-it-vision]" > /models.ini && \
echo "model = /models/gemma-4-E2B-it-qat-UD-Q4_K_XL.gguf" >> /models.ini && \
echo "spec-draft-model = /models/mtp-gemma-4-E2B-it.gguf" >> /models.ini && \
echo "mmproj = /models/gemma-4-E2B-it-mmproj.gguf" >> /models.ini && \
echo "ctx-size = 131072" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "ubatch-size = 128" >> /models.ini && \
echo "batch-size = 512" >> /models.ini && \
echo "spec-type = draft-mtp" >> /models.ini && \
echo "spec-draft-n-max = 3" >> /models.ini && \
echo "" >> /models.ini && \
echo "[gemma-3-1b]" >> /models.ini && \
echo "model = /models/gemma-3-1b-it.Q3_K_M.gguf" >> /models.ini && \
echo "ctx-size = 131072" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[gemma-3-270m]" >> /models.ini && \
echo "model = /models/gemma-3-270m-it-Q8_0.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[ornith-9b]" >> /models.ini && \
echo "model = /models/ornith-1.0-9b-Q4_K_M.gguf" >> /models.ini && \
echo "ctx-size = 8192" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[qwen-3.5-0.8b-vision]" >> /models.ini && \
echo "model = /models/Qwen3.5-0.8B-Q4_0.gguf" >> /models.ini && \
echo "mmproj = /models/mmproj-BF16.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[gpt-oss-20b]" >> /models.ini && \
echo "model = /models/gpt-oss-20b-Q4_0.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[gemma-4-12b]" >> /models.ini && \
echo "model = /models/gemma-4-12b-it-Q4_K_M.gguf" >> /models.ini && \
echo "ctx-size = 131072" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[gemma-4-E4B-it]" >> /models.ini && \
echo "model = /models/gemma-4-E4B-it-Q4_K_M.gguf" >> /models.ini && \
echo "ctx-size = 131072" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[minicpm5-1b]" >> /models.ini && \
echo "model = /models/MiniCPM5-1B-Q4_K_M.gguf" >> /models.ini && \
echo "ctx-size = 131072" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[nanbeige4.1-3b]" >> /models.ini && \
echo "model = /models/Nanbeige4.1-3B-q4_k_m.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[twil-lm3]" >> /models.ini && \
echo "model = /models/twil-lm3-q5_k_s.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[lfm2.5-1.2b instruct]" >> /models.ini && \
echo "model = /models/LFM2.5-1.2B-Instruct-Q4_0.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[lfm2.5-8b-a1b]" >> /models.ini && \
echo "model = /models/LFM2.5-8B-A1B-Q4_0.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini && \
echo "" >> /models.ini && \
echo "[lfm2.5-vl-450m]" >> /models.ini && \
echo "model = /models/LFM2.5-VL-450M-Q4_0.gguf" >> /models.ini && \
echo "ctx-size = 32768" >> /models.ini && \
echo "flash-attn = on" >> /models.ini
# --- START SERVER IN ROUTER MODE WITH CORS, TOOLS & MCP ENABLED ---
CMD [ \
"--models-preset", "/models.ini", \
"--port", "7860", \
"--host", "0.0.0.0", \
"-t", "2", \
"-tb", "2", \
"--tools", "all", \
"--jinja", \
"--webui-mcp-proxy", \
"--cors-origins", "https://we2app-v4.hf.space" \
] |