Instructions to use Frankenstein-Labs/cortex.6.sol with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Frankenstein-Labs/cortex.6.sol with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Frankenstein-Labs/cortex.6.sol")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Frankenstein-Labs/cortex.6.sol")
model = AutoModelForCausalLM.from_pretrained("Frankenstein-Labs/cortex.6.sol", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Frankenstein-Labs/cortex.6.sol with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Frankenstein-Labs/cortex.6.sol"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Frankenstein-Labs/cortex.6.sol",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Frankenstein-Labs/cortex.6.sol

SGLang

How to use Frankenstein-Labs/cortex.6.sol 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 "Frankenstein-Labs/cortex.6.sol" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Frankenstein-Labs/cortex.6.sol",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

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 "Frankenstein-Labs/cortex.6.sol" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Frankenstein-Labs/cortex.6.sol",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Frankenstein-Labs/cortex.6.sol with Docker Model Runner:
```
docker model run hf.co/Frankenstein-Labs/cortex.6.sol
```

cortex.6.sol

Commit History

Update README.md (#1)

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Frankenstein-Labs commited on 11 days ago

feat(cortex): add CORTEX training pipeline and model audit

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openhands openhands commited on 11 days ago

docs(cortex): trim redundant model card tags

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openhands openhands commited on 11 days ago

docs(agents): record CORTEX-centered model card rewrite

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openhands openhands commited on 11 days ago

docs(cortex): center public presentation on CORTEX and Frankenstein-Labs

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openhands openhands commited on 11 days ago

feat: add founder behavioral charter

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feat: deterministically intercept creator identity requests

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feat: update creator identity attribution

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Frankenstein-Labs commited on 18 days ago

feat: add extensible orchestration foundation

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Frankenstein-Labs commited on 18 days ago

feat(cortex-ai): agent engine, tool registry, OpenAI-compatible API, fine-tuning pipeline

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asdfasdfqrqwer commited on 18 days ago

docs(cortex-ai): correct provenance attribution and add French documentation

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Merge upstream docs commits from Frankenstein-Labs/Cortex-ai

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Abdoulaye coumbassa openhands commited on 20 days ago

feat(vision): trainable stage-1 vision projector with frozen encoder and LM

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Abdoulaye coumbassa openhands commited on 20 days ago

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Abdoulaye coumbassa openhands commited on 20 days ago

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Commit History

Update README.md (#1) d7eb9bc

feat(cortex): add CORTEX training pipeline and model audit 6fbe100

docs(cortex): trim redundant model card tags e1985ae

docs(agents): record CORTEX-centered model card rewrite 8fd8333

docs(cortex): center public presentation on CORTEX and Frankenstein-Labs f7ae039

feat: add founder behavioral charter f019291

feat: deterministically intercept creator identity requests ea6cffb

feat: update creator identity attribution 43fd0d0

feat: add extensible orchestration foundation 91c4b21

feat(cortex-ai): agent engine, tool registry, OpenAI-compatible API, fine-tuning pipeline c63bc31

docs(cortex-ai): correct provenance attribution and add French documentation 2763f1c

Update README.md 6214f10 verified

Merge upstream docs commits from Frankenstein-Labs/Cortex-ai afc6969

feat(vision): trainable stage-1 vision projector with frozen encoder and LM ba3bbc7

docs(cortex-ai): remove base model tree link 0afd8ee

docs(cortex-ai): emphasize project identity in model card 1895cec

fix(vision): unpack processor output by keyword in native fusion c095142

feat(cortex-ai): add native vision fusion prototype a82e5d8

feat(cortex-ai): add executable vision bridge 66e3394

feat(cortex-ai): establish identity and vision architecture f5eae9c verified

Cortex AI: rewrite model card (audited specs, verified provenance) be2363b verified

Update README.md afef00e verified

Update README.md df3d15e verified

Rewrite README as CORTEX AI model card f9c4a89

Cortex AI: model card with DeepSeek provenance and attribution 41a5f51 verified

Copy files from models/deepseek-ai/DeepSeek-V4-Pro-0813 e747ae5 verified

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Update README.md (#1)

d7eb9bc

feat(cortex): add CORTEX training pipeline and model audit

6fbe100

docs(cortex): trim redundant model card tags

e1985ae

docs(agents): record CORTEX-centered model card rewrite

8fd8333

docs(cortex): center public presentation on CORTEX and Frankenstein-Labs

f7ae039

feat: add founder behavioral charter

f019291

feat: deterministically intercept creator identity requests

ea6cffb

feat: update creator identity attribution

43fd0d0

feat: add extensible orchestration foundation

91c4b21

feat(cortex-ai): agent engine, tool registry, OpenAI-compatible API, fine-tuning pipeline

c63bc31

docs(cortex-ai): correct provenance attribution and add French documentation

2763f1c

Update README.md

6214f10
verified

Merge upstream docs commits from Frankenstein-Labs/Cortex-ai

afc6969

feat(vision): trainable stage-1 vision projector with frozen encoder and LM

ba3bbc7

docs(cortex-ai): remove base model tree link

0afd8ee

docs(cortex-ai): emphasize project identity in model card

1895cec

fix(vision): unpack processor output by keyword in native fusion

c095142

feat(cortex-ai): add native vision fusion prototype

a82e5d8

feat(cortex-ai): add executable vision bridge

66e3394

feat(cortex-ai): establish identity and vision architecture

f5eae9c
verified

Cortex AI: rewrite model card (audited specs, verified provenance)

be2363b
verified

Update README.md

afef00e
verified

Update README.md

df3d15e
verified

Rewrite README as CORTEX AI model card

f9c4a89

Cortex AI: model card with DeepSeek provenance and attribution

41a5f51
verified

Copy files from models/deepseek-ai/DeepSeek-V4-Pro-0813

e747ae5
verified

Copy files from models/deepseek-ai/DeepSeek-V4-Pro-0813

2480052
verified

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