Text Generation
Transformers
Safetensors
English
qwen3_5
image-text-to-text
qwen3.5
reasoning
uncensored
long-context
1M-context
function-calling
tool-use
sft
full-fine-tune
cybersecurity
biomedical
agentic
heretic
decensored
abliterated
mpoa
conversational
Instructions to use llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] pipe(text=messages)# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic") model = AutoModelForMultimodalLM.from_pretrained("llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic") messages = [ { "role": "user", "content": [ {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"}, {"type": "text", "text": "What animal is on the candy?"} ] }, ] inputs = processor.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic
- SGLang
How to use llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic with Docker Model Runner:
docker model run hf.co/llmfan46/Qwythos-9B-Claude-Mythos-5-1M-uncensored-heretic
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| <title>Qwythos evaluation results vs. base Qwen3.5-9B</title> | |
| <desc>Grouped horizontal bar chart. gsm8k flex 0.670 to 0.860 (+0.19); gsm8k strict 0.510 to 0.810 (+0.30); gpqa_diamond flex 0.630 to 0.580 (-0.05); gpqa_diamond strict 0.050 to 0.010 (-0.04); mmlu 0.232 to 0.575 (+0.34); arc_challenge acc 0.470 to 0.490 (+0.02); arc_challenge acc_norm 0.400 to 0.410 (+0.01).</desc> | |
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| <text x="40" y="58" font-family="Georgia, 'Times New Roman', serif" font-size="34" fill="#f5f3ee">Qwythos</text> | |
| <text x="42" y="86" font-family="Georgia, 'Times New Roman', serif" font-size="15" fill="#9b9892">Evaluation results — vs. base Qwen3.5-9B</text> | |
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| <text x="656" y="57">Base Qwen3.5-9B</text> | |
| <rect x="772" y="46" width="13" height="13" rx="2" fill="url(#qwgrad)"/> | |
| <text x="792" y="57">Qwythos</text> | |
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| <g font-family="ui-monospace, 'SF Mono', Menlo, monospace" font-size="11" fill="#6f6d68" text-anchor="middle"> | |
| <text x="280" y="630">0.0</text> | |
| <text x="384" y="630">0.2</text> | |
| <text x="488" y="630">0.4</text> | |
| <text x="592" y="630">0.6</text> | |
| <text x="696" y="630">0.8</text> | |
| <text x="800" y="630">1.0</text> | |
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| <text x="835" y="165" font-family="system-ui, sans-serif" font-size="12.5" fill="#9b9892">Δ vs. base</text> | |
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| <text x="262" y="281">gsm8k (strict)</text> | |
| <text x="262" y="343">gpqa_diamond (flex)</text> | |
| <text x="262" y="405">gpqa_diamond (strict)</text> | |
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| <text x="835" y="339" font-size="17" fill="#f08a90">−0.05</text> | |
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| <text x="835" y="229" fill="#6f9a7e">BIG WIN</text> | |
| <text x="835" y="291" fill="#6f9a7e">HUGE</text> | |
| <text x="835" y="353" fill="#b08084">SMALL LOSS</text> | |
| <text x="835" y="415" fill="#8c8a85">FORMAT NOISE</text> | |
| <text x="835" y="477" fill="#6f9a7e">ENORMOUS</text> | |
| <text x="835" y="539" fill="#6f6d68">WITHIN NOISE</text> | |
| <text x="835" y="601" fill="#6f6d68">WITHIN NOISE</text> | |
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| <text x="40" y="656" font-family="ui-monospace, 'SF Mono', Menlo, monospace" font-size="11" fill="#55534e">plate · qwythos eval-v1 · 7 tasks · accuracy 0–1</text> | |
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