Instructions to use athirdpath/CleverGirl-20b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use athirdpath/CleverGirl-20b with Transformers:

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

pipe = pipeline("text-generation", model="athirdpath/CleverGirl-20b")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("athirdpath/CleverGirl-20b")
model = AutoModelForCausalLM.from_pretrained("athirdpath/CleverGirl-20b")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use athirdpath/CleverGirl-20b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "athirdpath/CleverGirl-20b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "athirdpath/CleverGirl-20b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/athirdpath/CleverGirl-20b

SGLang

How to use athirdpath/CleverGirl-20b 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 "athirdpath/CleverGirl-20b" \
    --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": "athirdpath/CleverGirl-20b",
		"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 "athirdpath/CleverGirl-20b" \
        --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": "athirdpath/CleverGirl-20b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use athirdpath/CleverGirl-20b with Docker Model Runner:
```
docker model run hf.co/athirdpath/CleverGirl-20b
```

athirdpath commited on Nov 27, 2023

Commit

d61ce3e

1 Parent(s): cbd21d0

Create README.md

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+---
+license: cc-by-nc-4.0
+---
+Components chosen based off MMLU and TQA scores, as well as vibes.
+slices:
+  - sources:
+    - model: Sao10K/Mythical-Destroyer-V2-L2-13B
+      layer_range: [0, 16]
+  - sources:
+    - model: athirdpath/Orca-2-13b-Alpaca-Uncensored
+      layer_range: [8, 24]
+  - sources:
+    - model: Sao10K/Mythical-Destroyer-V2-L2-13B
+      layer_range: [17, 32]
+  - sources:
+    - model: athirdpath/Orca-2-13b-Alpaca-Uncensored
+      layer_range: [25, 40]
+merge_method: passthrough
+dtype: float16