Instructions to use misterJB/arkadas-field-717hz with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use misterJB/arkadas-field-717hz with Transformers:

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

pipe = pipeline("text-generation", model="misterJB/arkadas-field-717hz", trust_remote_code=True)
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("misterJB/arkadas-field-717hz", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained("misterJB/arkadas-field-717hz", trust_remote_code=True, device_map="auto")
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=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use misterJB/arkadas-field-717hz with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "misterJB/arkadas-field-717hz"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "misterJB/arkadas-field-717hz",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/misterJB/arkadas-field-717hz

SGLang

How to use misterJB/arkadas-field-717hz 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 "misterJB/arkadas-field-717hz" \
    --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": "misterJB/arkadas-field-717hz",
		"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 "misterJB/arkadas-field-717hz" \
        --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": "misterJB/arkadas-field-717hz",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use misterJB/arkadas-field-717hz with Docker Model Runner:
```
docker model run hf.co/misterJB/arkadas-field-717hz
```

misterJB commited on Apr 6

Commit

c892817

verified ·

1 Parent(s): c071760

ARKADAS 717Hz full fine-tune b28 gate-only 8x anti-confusion 1200steps

Browse files

Files changed (3) hide show

README.md +1 -1
model.safetensors +1 -1
training_args.bin +1 -1

README.md CHANGED Viewed

@@ -4,9 +4,9 @@ library_name: transformers
 model_name: arkadas-field-717hz
 tags:
 - generated_from_trainer
 - hf_jobs
 - trl
-- sft
 licence: license
 ---

 model_name: arkadas-field-717hz
 tags:
 - generated_from_trainer
+- sft
 - hf_jobs
 - trl
 licence: license
 ---

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:889ee25c8613e6f65ab543cba02d8114318482fa8a1fc1bee0b5b71dd060b1ee
 size 7642181896

 version https://git-lfs.github.com/spec/v1
+oid sha256:686cc335ee38a88fd4aa8fbafc193ffa85327e5db0f06b169fc371cbe5a1cc44
 size 7642181896

training_args.bin CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:50ca1ad639c3146a27dc7214589edbb47b8ba8025bd64d1db16281aec445a9b0
 size 5713

 version https://git-lfs.github.com/spec/v1
+oid sha256:390d9753d07d3d8cd44314e5ad60b0a2d216fa973aba7c58a8bad4a41a6b45e9
 size 5713