Instructions to use RWKV/RWKV7-G1j-13.3B-20260831 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use RWKV/RWKV7-G1j-13.3B-20260831 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="RWKV/RWKV7-G1j-13.3B-20260831", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("RWKV/RWKV7-G1j-13.3B-20260831", trust_remote_code=True, device_map="auto") - RWKV
How to use RWKV/RWKV7-G1j-13.3B-20260831 with RWKV:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use RWKV/RWKV7-G1j-13.3B-20260831 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "RWKV/RWKV7-G1j-13.3B-20260831" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "RWKV/RWKV7-G1j-13.3B-20260831", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/RWKV/RWKV7-G1j-13.3B-20260831
- SGLang
How to use RWKV/RWKV7-G1j-13.3B-20260831 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 "RWKV/RWKV7-G1j-13.3B-20260831" \ --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": "RWKV/RWKV7-G1j-13.3B-20260831", "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 "RWKV/RWKV7-G1j-13.3B-20260831" \ --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": "RWKV/RWKV7-G1j-13.3B-20260831", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use RWKV/RWKV7-G1j-13.3B-20260831 with Docker Model Runner:
docker model run hf.co/RWKV/RWKV7-G1j-13.3B-20260831
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ad88793 | 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 | {%- set add_generation_prompt = add_generation_prompt | default(false) -%}
{%- set thinking = thinking | default(false) -%}
{%- set bos_token = bos_token | default('', true) -%}
{%- set tools = tools | default([], true) -%}
{%- set ns = namespace(system_prompt='') -%}
{%- for message in messages -%}
{%- if message.role == 'system' -%}
{%- set ns.system_prompt = message.content | trim -%}
{%- endif -%}
{%- endfor -%}
{{- bos_token -}}
{%- if ns.system_prompt or tools | length > 0 -%}
{{ 'System: ' }}{{ ns.system_prompt }}
{%- if tools | length > 0 -%}
{%- if ns.system_prompt %}{{ '\n' }}{%- endif -%}
{{ 'Tools:\n' -}}
{{ tools | tojson }}
{{ '\nWhen using a tool, return only a compact JSON function call in a ```json block, like {"name":"calculator","arguments":{"expression":"2+2"}}. The `name` field must be top-level, never inside `arguments`. Do not copy the tool schema into arguments. Otherwise answer normally.' }}
{%- endif -%}
{{ '\n\n' }}
{%- endif -%}
{%- for message in messages -%}
{%- if message.role == 'user' -%}
{{ 'User: ' ~ (message.content | trim) ~ '\n\n' }}
{%- elif message.role == 'assistant' -%}
{%- generation -%}
{%- set content = message.content | default('', true) | trim -%}
{{ 'Assistant:' }}
{%- if message.tool_calls is defined and message.tool_calls | length > 0 -%}
{%- if content %}{{ ' ' ~ content ~ '\n' }}{%- endif -%}
{%- for tool_call in message.tool_calls -%}
{%- if tool_call.function is defined -%}
{%- set name = tool_call.function.name | default('') -%}
{%- set args = tool_call.function.arguments | default({}, true) -%}
{%- else -%}
{%- set name = tool_call.name | default('') -%}
{%- set args = tool_call.arguments | default({}, true) -%}
{%- endif -%}
{{ ' ```json\n' -}}
{{ '{"name": ' }}{{ name | tojson }}{{ ', "arguments": ' }}{% if args is string %}{{ args }}{% else %}{{ args | tojson }}{% endif %}{{ '}\n' -}}
{{ '```' }}{{ '\n' if not loop.last else '' }}
{%- endfor -%}
{%- elif content -%}
{{ ' ' ~ content }}
{%- endif -%}
{{ '\n\n' }}
{%- endgeneration -%}
{%- elif message.role == 'tool' -%}
{{ 'User: Function output:\n' ~ (message.content | trim) ~ '\n\n' }}
{%- endif -%}
{%- endfor -%}
{%- if add_generation_prompt -%}
{%- if thinking -%}
{{ 'Assistant: <think' }}
{%- else -%}
{{ 'Assistant: <think></think>\n' }}
{%- endif -%}
{%- endif -%}
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