Instructions to use cgrumbach/BitcoinPaper with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cgrumbach/BitcoinPaper with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="cgrumbach/BitcoinPaper")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("cgrumbach/BitcoinPaper") model = AutoModelForCausalLM.from_pretrained("cgrumbach/BitcoinPaper", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use cgrumbach/BitcoinPaper with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "cgrumbach/BitcoinPaper" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "cgrumbach/BitcoinPaper", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/cgrumbach/BitcoinPaper
- SGLang
How to use cgrumbach/BitcoinPaper 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 "cgrumbach/BitcoinPaper" \ --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": "cgrumbach/BitcoinPaper", "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 "cgrumbach/BitcoinPaper" \ --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": "cgrumbach/BitcoinPaper", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use cgrumbach/BitcoinPaper with Docker Model Runner:
docker model run hf.co/cgrumbach/BitcoinPaper
| *.7z filter=lfs diff=lfs merge=lfs -text | |
| *.arrow filter=lfs diff=lfs merge=lfs -text | |
| *.bin filter=lfs diff=lfs merge=lfs -text | |
| *.bz2 filter=lfs diff=lfs merge=lfs -text | |
| *.ckpt filter=lfs diff=lfs merge=lfs -text | |
| *.ftz filter=lfs diff=lfs merge=lfs -text | |
| *.gz filter=lfs diff=lfs merge=lfs -text | |
| *.h5 filter=lfs diff=lfs merge=lfs -text | |
| *.joblib filter=lfs diff=lfs merge=lfs -text | |
| *.lfs.* filter=lfs diff=lfs merge=lfs -text | |
| *.mlmodel filter=lfs diff=lfs merge=lfs -text | |
| *.model filter=lfs diff=lfs merge=lfs -text | |
| *.msgpack filter=lfs diff=lfs merge=lfs -text | |
| *.npy filter=lfs diff=lfs merge=lfs -text | |
| *.npz filter=lfs diff=lfs merge=lfs -text | |
| *.onnx filter=lfs diff=lfs merge=lfs -text | |
| *.ot filter=lfs diff=lfs merge=lfs -text | |
| *.parquet filter=lfs diff=lfs merge=lfs -text | |
| *.pb filter=lfs diff=lfs merge=lfs -text | |
| *.pickle filter=lfs diff=lfs merge=lfs -text | |
| *.pkl filter=lfs diff=lfs merge=lfs -text | |
| *.pt filter=lfs diff=lfs merge=lfs -text | |
| *.pth filter=lfs diff=lfs merge=lfs -text | |
| *.rar filter=lfs diff=lfs merge=lfs -text | |
| *.safetensors filter=lfs diff=lfs merge=lfs -text | |
| saved_model/**/* filter=lfs diff=lfs merge=lfs -text | |
| *.tar.* filter=lfs diff=lfs merge=lfs -text | |
| *.tar filter=lfs diff=lfs merge=lfs -text | |
| *.tflite filter=lfs diff=lfs merge=lfs -text | |
| *.tgz filter=lfs diff=lfs merge=lfs -text | |
| *.wasm filter=lfs diff=lfs merge=lfs -text | |
| *.xz filter=lfs diff=lfs merge=lfs -text | |
| *.zip filter=lfs diff=lfs merge=lfs -text | |
| *.zst filter=lfs diff=lfs merge=lfs -text | |
| *tfevents* filter=lfs diff=lfs merge=lfs -text | |
| bitcoinforum/2_train_set_creation/inputs.csv filter=lfs diff=lfs merge=lfs -text | |
| bitcoinforum/3_training/old/bert/validation_samples.html filter=lfs diff=lfs merge=lfs -text | |
| bitcoinforum/5_processing_extracted_data/hardware_instances_inc_threads.csv filter=lfs diff=lfs merge=lfs -text | |
| bitcoinforum/5_processing_extracted_data/not_usable_threads.txt filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_021113_to_261213.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_090214_to_180414.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_180414_to_251214.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_250313_to_280613.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_251214_to_110123.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_261213_to_090214.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_280613_to_290813.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/groupbuys/BitcoinForum_groupbuys_290813_to_021113.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_020611_to_280313.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_080818_to_171221.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_120215_to_300915.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_160914_to_120215.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_171221_to_200923.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_230416_to_280417.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_240613_to_241013.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_241013_to_270114.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_250414_to_160914.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_270114_to_250414.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_280313_to_240613.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_280417_to_080818.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/hardware/BitcoinForum_hardware_300915_to_230416.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/miners/BitcoinForum_miners_011010_to_060911.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/miners/BitcoinForum_miners_060911_to_220613.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/miners/BitcoinForum_miners_220613_to_270215.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/miners/BitcoinForum_miners_270215_to_170923.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_050116_to_080117.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_050514_to_141114.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_050615_to_050116.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_080117_to_220120.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_141114_to_050615.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_220120_to_250923.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_speculation/BitcoinForum_mining_speculation_240211_to_050514.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_support/BitcoinForum_mining_support_100915_to_110420.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_support/BitcoinForum_mining_support_110420_to_200923.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining_support/BitcoinForum_mining_support_130511_to_100915.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining/BitcoinForum_mining_060312_to_090714.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining/BitcoinForum_mining_090714_to_191216.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining/BitcoinForum_mining_090910_to_060312.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/mining/BitcoinForum_mining_191216_to_250923.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_020715_to_291117.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_110812_to_130713.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_130713_to_140814.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_140711_to_261211.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_140814_to_020715.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_261211_to_110812.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_271110_to_140711.csv filter=lfs diff=lfs merge=lfs -text | |
| Raw[[:space:]]Data/MINING_sorted-preprocessed-data/pools/BitcoinForum_pools_291117_to_250923.csv filter=lfs diff=lfs merge=lfs -text | |