Instructions to use CodCodingCode/deepseek-clinical-finetuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use CodCodingCode/deepseek-clinical-finetuned with Transformers:

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

pipe = pipeline("text-generation", model="CodCodingCode/deepseek-clinical-finetuned")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("CodCodingCode/deepseek-clinical-finetuned")
model = AutoModelForCausalLM.from_pretrained("CodCodingCode/deepseek-clinical-finetuned")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use CodCodingCode/deepseek-clinical-finetuned with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "CodCodingCode/deepseek-clinical-finetuned"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "CodCodingCode/deepseek-clinical-finetuned",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/CodCodingCode/deepseek-clinical-finetuned

SGLang

How to use CodCodingCode/deepseek-clinical-finetuned 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 "CodCodingCode/deepseek-clinical-finetuned" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "CodCodingCode/deepseek-clinical-finetuned",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

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 "CodCodingCode/deepseek-clinical-finetuned" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "CodCodingCode/deepseek-clinical-finetuned",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use CodCodingCode/deepseek-clinical-finetuned with Docker Model Runner:
```
docker model run hf.co/CodCodingCode/deepseek-clinical-finetuned
```

CodCodingCode commited on Jul 6, 2025

Commit

bc2a4e5

verified ·

1 Parent(s): 9763dbc

Training in progress, step 10500

Browse files

Files changed (5) hide show

model-00001-of-00004.safetensors +1 -1
model-00002-of-00004.safetensors +1 -1
model-00003-of-00004.safetensors +1 -1
model-00004-of-00004.safetensors +1 -1
runs/Jul06_05-07-41_192-222-59-202/events.out.tfevents.1751778461.192-222-59-202.43739.0 +2 -2

model-00001-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2cb8dab67724d0e814cba3dfc30a7b9ec8435058fa19654c69746a38149033d1
 size 4902257696

 version https://git-lfs.github.com/spec/v1
+oid sha256:33dc3b07bf1a2a66a4df1238404a35a7c676c4449407dbd415d9ac628fb23fbb
 size 4902257696

model-00002-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:43ef4f234db07fe65b099de89f6c1bd66331d202e71e8f49e57b889b64ff044e
 size 4915960368

 version https://git-lfs.github.com/spec/v1
+oid sha256:cb36466139be944d2048d5c4aa6e444704b37ceb690e5f11f2b7011e0dc60e38
 size 4915960368

model-00003-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:35e46aef39c967563e2dd5bdb0aa7ead4c982a2bfac627dfc022088ebcb623f3
 size 4983068496

 version https://git-lfs.github.com/spec/v1
+oid sha256:14e57ab653a0b64053ba4980d2e0fb66bda0b52a9f3bedcd465574deaa257f49
 size 4983068496

model-00004-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aa82eca676de5f0572bec6ddda1c249628382b49548a541835d4b9256eac73b5
 size 1580230264

 version https://git-lfs.github.com/spec/v1
+oid sha256:85f393afbd43fb930feb8ad243ffc6d051f9aa7d1c83fd26d71102d92f8ef84d
 size 1580230264

runs/Jul06_05-07-41_192-222-59-202/events.out.tfevents.1751778461.192-222-59-202.43739.0 CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c1a785972ce68ea78691ab43eb3b278c565f87e6ba1bc72dc5e313c40164f8a2
-size 217095

 version https://git-lfs.github.com/spec/v1
+oid sha256:a9f3af8cf9502acec1bd4b095a5f1a2d0a2292682a5d746f3b0830b658ef8c39
+size 227645