Text Generation
Transformers
Safetensors
qwen3_5_moe
image-text-to-text
reproduction
agent
tool-use
scientific-reasoning
Mixture of Experts
conversational
Instructions to use Axion1-0/Axion-1.0-35B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Axion1-0/Axion-1.0-35B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="Axion1-0/Axion-1.0-35B") 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)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("Axion1-0/Axion-1.0-35B") model = AutoModelForMultimodalLM.from_pretrained("Axion1-0/Axion-1.0-35B", device_map="auto") 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=256) print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use Axion1-0/Axion-1.0-35B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "Axion1-0/Axion-1.0-35B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "Axion1-0/Axion-1.0-35B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/Axion1-0/Axion-1.0-35B
- SGLang
How to use Axion1-0/Axion-1.0-35B 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 "Axion1-0/Axion-1.0-35B" \ --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": "Axion1-0/Axion-1.0-35B", "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 "Axion1-0/Axion-1.0-35B" \ --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": "Axion1-0/Axion-1.0-35B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use Axion1-0/Axion-1.0-35B with Docker Model Runner:
docker model run hf.co/Axion1-0/Axion-1.0-35B
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9.1. Your rights under this Agreement terminate automatically upon Your breach
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of any license condition, including the prohibition on Commercial Use or any
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provision of Schedule A, subject to limitations imposed by applicable law.
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9.2. Upon termination, You must immediately cease unlicensed access, use,
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modification, and distribution of the Covered Materials and related Derivative
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Materials and, within 30 days, delete or destroy copies in Your control, except
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to the extent retention is required by law. Any legally required retained
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copies must not be used or distributed except as permitted by law.
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9.3. Termination does not eliminate liabilities arising before termination and
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does not terminate independent permissions validly granted by Licensor to
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compliant third parties. Sections 4.3 (as to Outputs created before
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termination), 7, 9, 10, 11, 12, and 13 survive to the extent legally
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TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE COVERED MATERIALS ARE
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PROVIDED "AS IS" AND "AS AVAILABLE," WITHOUT WARRANTIES OR CONDITIONS OF ANY
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KIND, WHETHER EXPRESS, IMPLIED, OR STATUTORY, INCLUDING MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE, TITLE, NON-INFRINGEMENT, ACCURACY, SECURITY,
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OR RELIABILITY. LICENSOR DOES NOT WARRANT THAT THE MATERIALS OR OUTPUTS ARE
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SAFE, ERROR-FREE, SUITABLE FOR HIGH-STAKES USE, OR COMPLIANT WITH ANY
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PARTICULAR LAW.
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11. Limitation of Liability; Indemnity
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AFFILIATES, OFFICERS, EMPLOYEES, AND CONTRIBUTORS WILL NOT BE LIABLE FOR
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INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY, OR PUNITIVE DAMAGES,
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OR FOR LOST PROFITS, DATA, BUSINESS, OR GOODWILL, ARISING OUT OF THIS AGREEMENT
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OR USE OF COVERED MATERIALS, REGARDLESS OF THE THEORY OF LIABILITY.
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11.2. TO THE MAXIMUM EXTENT PERMITTED BY LAW, LICENSOR'S AGGREGATE LIABILITY
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ARISING OUT OF OR RELATING TO THIS AGREEMENT WILL NOT EXCEED USD 100. Nothing
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in this Section excludes liability that cannot lawfully be excluded or limited.
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11.3. To the extent permitted by applicable law, You agree to defend and
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indemnify Licensor and its affiliates against third-party claims and reasonable
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resulting costs arising from Your unlawful use, prohibited Commercial Use,
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violation of Schedule A, or breach of third-party rights in connection with the
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Covered Materials, except to the extent caused by Licensor's own unlawful
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conduct.
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12. No Endorsement; No Patent Grant
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12.1. No permission is granted to use ByteDance's or Axion's trademarks, logos,
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Agreement or permitted by law.
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12.2. No patent license or patent non-assertion commitment is granted under
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this Agreement. Any patent permission must be separately and expressly granted
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NON-EXCLUSIVE FORUM AS APPROVED BY BYTEDANCE LEGAL].
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13.2. If any provision is held unenforceable, it will be limited to the minimum
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extent necessary, and the remaining provisions will continue in effect where
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legally permissible.
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13.3. This Agreement is the complete license offered for the specifically
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designated Covered Materials. Separate commercial licenses, third-party
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notices, and mandatory legal rights are not displaced by this Agreement.
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13.4. Licensor may publish new license versions for future releases. A later
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version does not automatically replace the version attached to a prior release
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unless Licensee separately agrees or applicable law requires otherwise.
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Schedule A - Acceptable Use and Safety Policy
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This Schedule A is part of the License, not an optional set of
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recommendations. You must not use or knowingly enable others to use Covered
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obtaining access to systems or information without authorization.
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deploying unlawful weapons; or materially enabling the design, acquisition, or
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networks, exfiltration of information, or automation of such conduct.
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Section 6.4 only when it does not cause unauthorized harm.
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disclosure, profiling, tracking, or identification of individuals;
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or manipulation designed to undermine individuals' informed decision-making in
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determinations, employment, housing, credit, insurance, education admissions,
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migration, policing, or other consequential decisions affecting individuals'
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rights, safety, or livelihood. Controlled, non-commercial research on such
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applications is allowed only without real-world consequential deployment and
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scoping, monitoring, human oversight, and emergency-stop mechanisms
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proportionate to the risk.
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A10. Evasion or enabling prohibited uses. Intentionally bypassing safety
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mechanisms, access controls, license restrictions, or evaluations for the
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purpose of enabling a prohibited use; or distributing adaptations specifically
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intended to facilitate the prohibited activities above.
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capabilities involved:
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B1. Evaluate material safety, security, robustness, and misuse risks before
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releasing derivatives or applications.
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B2. Provide meaningful human oversight, authorization controls, rate limits,
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and technical safeguards when enabling tool use or external actions.
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B3. Respect data minimization, confidentiality, security, privacy, and
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applicable retention requirements.
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B4. Document known limitations and avoid representing experimental outputs as
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verified facts, professional advice, or safety guarantees.
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B5. Promptly investigate and mitigate significant safety or security incidents
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within Your control and comply with applicable incident-reporting laws.
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B6. Ensure recipients receive this Agreement, including Schedule A, when
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redistribution is permitted.
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Research exception clarification. This Schedule does not prohibit good-faith,
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non-commercial study of safety failures, model bias, harmful-content detection,
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or defensive security when conducted in authorized and appropriately contained
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settings. It does prohibit causing actual harm or deploying prohibited
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capabilities under the pretext of research.
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Apache License
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