Text Generation
Transformers
strata
persistent-memory
structured-memory
neuro-symbolic
exact-value-copying
Instructions to use nur-dev/strata-native-lm with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use nur-dev/strata-native-lm with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="nur-dev/strata-native-lm")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("nur-dev/strata-native-lm", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use nur-dev/strata-native-lm with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "nur-dev/strata-native-lm" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "nur-dev/strata-native-lm", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/nur-dev/strata-native-lm
- SGLang
How to use nur-dev/strata-native-lm 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 "nur-dev/strata-native-lm" \ --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": "nur-dev/strata-native-lm", "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 "nur-dev/strata-native-lm" \ --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": "nur-dev/strata-native-lm", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use nur-dev/strata-native-lm with Docker Model Runner:
docker model run hf.co/nur-dev/strata-native-lm
| { | |
| "system": "STRATA Native LM v1", | |
| "status": "QUALIFIED", | |
| "checks": { | |
| "actual_payload_tokens_in_frame_forward": true, | |
| "answer_queries": true, | |
| "causal_intervention_following": true, | |
| "config_identity": true, | |
| "delete_fail_closed": true, | |
| "deleted_state_replay": true, | |
| "exact_authoritative_payload_output": true, | |
| "heldout_schema_accuracy": true, | |
| "historical_ordinary_token_kv": true, | |
| "invalid_stale_corrupt_fail_closed": true, | |
| "latency_advantage": true, | |
| "m1_identity": true, | |
| "m3_identity": true, | |
| "maximum_age_accuracy_delta": true, | |
| "minimum_committed_atomic_writes": true, | |
| "minimum_packing_accuracy": true, | |
| "minimum_transactions": true, | |
| "multi_hop_join_accuracy": true, | |
| "no_memory_accuracy": true, | |
| "no_trigger_base_logit_delta": true, | |
| "overall_factual_accuracy": true, | |
| "packet_identity": true, | |
| "parameter_updates": true, | |
| "payload_frame_invariance": true, | |
| "persisted_source_residual": true, | |
| "proof_runtime_replay": true, | |
| "state_shuffle_accuracy": true, | |
| "state_zero_accuracy": true, | |
| "target_leakage": true, | |
| "token_value_accuracy": true, | |
| "update_correctness": true, | |
| "value_state_reduction": true, | |
| "wrong_accepted_payload_bytes": true | |
| }, | |
| "metrics": { | |
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| "cluster_records_per_second": 14.163871073270261, | |
| "end_to_end_ms_per_record": 564.817341150289 | |
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