Text Generation
Transformers
PyTorch
TensorBoard
Safetensors
bloom
Eval Results (legacy)
text-generation-inference
Instructions to use bigscience/bloom with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use bigscience/bloom with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="bigscience/bloom")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("bigscience/bloom") model = AutoModelForCausalLM.from_pretrained("bigscience/bloom") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use bigscience/bloom with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "bigscience/bloom" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "bigscience/bloom", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/bigscience/bloom
- SGLang
How to use bigscience/bloom 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 "bigscience/bloom" \ --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": "bigscience/bloom", "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 "bigscience/bloom" \ --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": "bigscience/bloom", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use bigscience/bloom with Docker Model Runner:
docker model run hf.co/bigscience/bloom
simpler .gitattributes
Browse files- .gitattributes +1 -71
.gitattributes
CHANGED
|
@@ -26,74 +26,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
| 27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 29 |
-
|
| 30 |
-
model_00049-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 31 |
-
model_00043-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 32 |
-
model_00055-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 33 |
-
model_00046-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 34 |
-
model_00010-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 35 |
-
model_00009-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 36 |
-
model_00019-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 37 |
-
model_00056-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 38 |
-
model_00063-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 39 |
-
model_00042-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 40 |
-
model_00032-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 41 |
-
model_00033-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 42 |
-
model_00047-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 43 |
-
model_00018-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 44 |
-
model_00037-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 45 |
-
model_00059-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 46 |
-
model_00041-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 47 |
-
model_00036-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 48 |
-
model_00044-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 49 |
-
model_00054-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 50 |
-
model_00071-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 51 |
-
model_00031-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 52 |
-
model_00016-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 53 |
-
model_00064-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 54 |
-
model_00052-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 55 |
-
model_00023-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 56 |
-
model_00030-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 57 |
-
model_00005-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 58 |
-
model_00002-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 59 |
-
model_00001-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 60 |
-
model_00050-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 61 |
-
model_00053-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 62 |
-
model_00057-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 63 |
-
model_00062-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 64 |
-
model_00006-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 65 |
-
model_00004-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 66 |
-
model_00048-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 67 |
-
model_00008-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 68 |
-
model_00027-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 69 |
-
model_00017-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 70 |
-
model_00003-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 71 |
-
model_00069-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 72 |
-
model_00034-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 73 |
-
model_00039-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 74 |
-
model_00035-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 75 |
-
model_00038-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 76 |
-
model_00007-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 77 |
-
model_00011-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 78 |
-
model_00026-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 79 |
-
model_00065-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 80 |
-
model_00070-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 81 |
-
model_00014-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 82 |
-
model_00029-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 83 |
-
model_00013-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 84 |
-
model_00060-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 85 |
-
model_00066-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 86 |
-
model_00051-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 87 |
-
model_00022-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 88 |
-
model_00028-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 89 |
-
model_00021-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 90 |
-
model_00045-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 91 |
-
model_00015-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 92 |
-
model_00020-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 93 |
-
model_00067-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 94 |
-
model_00025-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 95 |
-
model_00012-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 96 |
-
model_00058-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 97 |
-
model_00024-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 98 |
-
model_00068-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 99 |
-
model_00061-of-00072.safetensors filter=lfs diff=lfs merge=lfs -text
|
|
|
|
| 26 |
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
| 27 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
tokenizer.json filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|