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Running on Zero
AndrianBalanescu
docs: document newly integrated GGUF models and zerogpu scout skill in cookbook and goal
ced540f A newer version of the Gradio SDK is available: 6.28.0
OpenAI-compatible API cookbook
The Space exposes a private OpenAI-compatible chat API at
https://abalanescu-flow.hf.space/v1. The bearer token is the FLOW_API_KEY
Space secret. Never put the token in this repository.
Discover models
curl -sS \
-H "Authorization: Bearer $FLOW_API_KEY" \
https://abalanescu-flow.hf.space/v1/models
Only model IDs returned by this endpoint are live. Supported model files:
Qwen3.8-27B-Q6_K.gguf(lazy-downloaded fromunsloth/Qwen3.8-27B-GGUFinto/data)gemma-4-26B-A4B-it-ultra-uncensored-heretic.i1-Q4_K_M.ggufgemma-4-26B-A4B-it-ultra-uncensored-heretic.i1-Q6_K.ggufQwen3.8-9B-Distill-uncensored-heretic-Q8_0.gguf/...-F16.gguf(lazy-downloaded frompetruhonk/Qwen3.8-9B-Distill-uncensored-heretic-GGUF)DeepSeek-V4-Pro-Qwen3.5-9B-MTP-Q4_K_M.gguf/...-Q8_0.gguf/...-BF16.gguf(lazy-downloaded fromJackrong/DeepSeek-V4-Pro-Qwen3.5-9B-MTP-GGUF)
Accepted aliases for chat completions include:
gemma-q4,gemma-q6qwen3.8-heretic,petruhonk/qwen3.8-9b-distill-uncensored-heretic,qwen-hereticdeepseek-v4,deepseek-v4-pro,jackrong/deepseek-v4-pro-qwen3.5-9b-mtp,deepseek-v4-pro-q8,deepseek-v4-pro-bf16
Chat with the exact live model ID
Qwen 3.8 27B Q6 (Native Context, No Artificial Caps)
MODEL_ID="Qwen3.8-27B-Q6_K.gguf"
curl -sS \
-H "Authorization: Bearer $FLOW_API_KEY" \
-H "Content-Type: application/json" \
https://abalanescu-flow.hf.space/v1/chat/completions \
-d "$(python3 -c 'import json,os; print(json.dumps({"model":os.environ["MODEL_ID"],"messages":[{"role":"user","content":"Tell me a joke."}],"max_tokens":64}))')"
Gemma 4 26B Heretic Q4
MODEL_ID="gemma-4-26B-A4B-it-ultra-uncensored-heretic.i1-Q4_K_M.gguf"
curl -sS \
-H "Authorization: Bearer $FLOW_API_KEY" \
-H "Content-Type: application/json" \
https://abalanescu-flow.hf.space/v1/chat/completions \
-d "$(python3 -c 'import json,os; print(json.dumps({"model":os.environ["MODEL_ID"],"messages":[{"role":"user","content":"Reply with FINAL_LIVE_OK"}],"max_tokens":32}))')"
Set MODEL_ID in the shell before running the example. An unknown model returns HTTP 400 instead of silently selecting a different GGUF.
Verification status
- Gemma 4 26B Heretic (Q4_K_M & Q6_K): Live-verified on ZeroGPU.
- Qwen 3.8 27B (Q6_K): Live-verified on ZeroGPU (
unsloth/Qwen3.8-27B-GGUF), native context (n_ctx=0, max 262,144 tokens). - Vision, streaming, embeddings, STT, and TTS are not claimed here until each has a live test on the Space.