Text Generation
Transformers
Safetensors
deepseek_v3
conversational
custom_code
text-generation-inference
Instructions to use deepcogito/cogito-671b-v2.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use deepcogito/cogito-671b-v2.1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="deepcogito/cogito-671b-v2.1", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("deepcogito/cogito-671b-v2.1", trust_remote_code=True) model = AutoModelForCausalLM.from_pretrained("deepcogito/cogito-671b-v2.1", trust_remote_code=True) messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.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(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Inference
- HuggingChat
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use deepcogito/cogito-671b-v2.1 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "deepcogito/cogito-671b-v2.1" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "deepcogito/cogito-671b-v2.1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/deepcogito/cogito-671b-v2.1
- SGLang
How to use deepcogito/cogito-671b-v2.1 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 "deepcogito/cogito-671b-v2.1" \ --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": "deepcogito/cogito-671b-v2.1", "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 "deepcogito/cogito-671b-v2.1" \ --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": "deepcogito/cogito-671b-v2.1", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use deepcogito/cogito-671b-v2.1 with Docker Model Runner:
docker model run hf.co/deepcogito/cogito-671b-v2.1
Update chat_template.jinja
Browse files- chat_template.jinja +15 -3
chat_template.jinja
CHANGED
|
@@ -5,6 +5,9 @@
|
|
| 5 |
{%- if not tools is defined %}{% set tools = none %}{% endif -%}
|
| 6 |
{%- if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif -%}
|
| 7 |
|
|
|
|
|
|
|
|
|
|
| 8 |
{# --------------------------- Collect system prompt -------------------- #}
|
| 9 |
{%- set ns = namespace(system_prompt='', is_last_user=false, outputs_open=false, first_output=true) -%}
|
| 10 |
|
|
@@ -15,10 +18,19 @@
|
|
| 15 |
{%- endif -%}
|
| 16 |
|
| 17 |
{# --------------------------- Inject deep thinking --------------------- #}
|
|
|
|
| 18 |
{%- if enable_thinking -%}
|
| 19 |
-
{
|
| 20 |
-
|
| 21 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
{%- endif -%}
|
| 23 |
|
| 24 |
{# --------------------------- Append tools block ----------------------- #}
|
|
|
|
| 5 |
{%- if not tools is defined %}{% set tools = none %}{% endif -%}
|
| 6 |
{%- if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif -%}
|
| 7 |
|
| 8 |
+
{# --------------------------- Defaults -------------------------------- #}
|
| 9 |
+
{%- set default_prompt = "You are Cogito, an AI assistant created by Deep Cogito, which is an AI research lab based in San Francisco." -%}
|
| 10 |
+
|
| 11 |
{# --------------------------- Collect system prompt -------------------- #}
|
| 12 |
{%- set ns = namespace(system_prompt='', is_last_user=false, outputs_open=false, first_output=true) -%}
|
| 13 |
|
|
|
|
| 18 |
{%- endif -%}
|
| 19 |
|
| 20 |
{# --------------------------- Inject deep thinking --------------------- #}
|
| 21 |
+
{%- set user_prompt = ns.system_prompt -%}
|
| 22 |
{%- if enable_thinking -%}
|
| 23 |
+
{# Thinking enabled #}
|
| 24 |
+
{%- set ns.system_prompt = "Enable deep thinking subroutine.\n\n" ~ default_prompt -%}
|
| 25 |
+
{%- if user_prompt -%}
|
| 26 |
+
{%- set ns.system_prompt = ns.system_prompt ~ "\n\n" ~ user_prompt ~ "\n\n" -%}
|
| 27 |
+
{%- endif -%}
|
| 28 |
+
{%- else -%}
|
| 29 |
+
{# Thinking disabled #}
|
| 30 |
+
{%- set ns.system_prompt = default_prompt -%}
|
| 31 |
+
{%- if user_prompt -%}
|
| 32 |
+
{%- set ns.system_prompt = ns.system_prompt ~ "\n\n" ~ user_prompt -%}
|
| 33 |
+
{%- endif -%}
|
| 34 |
{%- endif -%}
|
| 35 |
|
| 36 |
{# --------------------------- Append tools block ----------------------- #}
|