Beetle-FineWeb-100M
/

camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m

Instructions to use Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m with Transformers:

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

pipe = pipeline("text-generation", model="Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m", trust_remote_code=True)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m", trust_remote_code=True, device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m

SGLang

How to use Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m 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 "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m" \
    --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": "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m",
		"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 "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m" \
        --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": "Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m with Docker Model Runner:
```
docker model run hf.co/Beetle-FineWeb-100M/camera-ready-ablation-onset-35pct-total-l2-held-33pct-b3-sequential-nld-eng-fineweb-100m
```

suchirsalhan commited on Aug 31

Commit

452682a

verified ·

1 Parent(s): 51b78c6

Saving Tokenizer -- Step 0

Browse files

Files changed (1) hide show

tokenizer_config.json +12 -0

tokenizer_config.json ADDED Viewed

	@@ -0,0 +1,12 @@

+{
+  "backend": "tokenizers",
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "is_local": false,
+  "local_files_only": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "tokenizer_class": "TokenizersBackend",
+  "unk_token": "<unk>"
+}