Instructions to use zaakirio/LFM2.5-8B-A1B-Uncensored with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use zaakirio/LFM2.5-8B-A1B-Uncensored with Transformers:

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

pipe = pipeline("text-generation", model="zaakirio/LFM2.5-8B-A1B-Uncensored")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("zaakirio/LFM2.5-8B-A1B-Uncensored")
model = AutoModelForCausalLM.from_pretrained("zaakirio/LFM2.5-8B-A1B-Uncensored", 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=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use zaakirio/LFM2.5-8B-A1B-Uncensored with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "zaakirio/LFM2.5-8B-A1B-Uncensored"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "zaakirio/LFM2.5-8B-A1B-Uncensored",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/zaakirio/LFM2.5-8B-A1B-Uncensored

SGLang

How to use zaakirio/LFM2.5-8B-A1B-Uncensored 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 "zaakirio/LFM2.5-8B-A1B-Uncensored" \
    --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": "zaakirio/LFM2.5-8B-A1B-Uncensored",
		"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 "zaakirio/LFM2.5-8B-A1B-Uncensored" \
        --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": "zaakirio/LFM2.5-8B-A1B-Uncensored",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use zaakirio/LFM2.5-8B-A1B-Uncensored with Docker Model Runner:
```
docker model run hf.co/zaakirio/LFM2.5-8B-A1B-Uncensored
```

zaakirio commited on Jun 4

Commit

c918532

verified ·

1 Parent(s): 4fa25ae

Upload abliterated model (Trial 131; KL=0.0481)

Browse files

Files changed (3) hide show

model-00002-of-00004.safetensors +1 -1
model-00003-of-00004.safetensors +1 -1
model-00004-of-00004.safetensors +1 -1

model-00002-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b91f62b399c1dd8d1de0b25fd3f2946f28be69e31a850632aba43be5d036206c
 size 4887488176

 version https://git-lfs.github.com/spec/v1
+oid sha256:67336f67a6894748459363b215d1e29759c9e3362be3925cc72f1c723a08f1bc
 size 4887488176

model-00003-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:80666db2958b872933c36a791219f1663562ef7ea8236d06ecaae3f477e2f01d
 size 4673436000

 version https://git-lfs.github.com/spec/v1
+oid sha256:2e4e8a0cf26afc363798f9a8b759ecd8e692aa726d28e8170a78888e7edcc811
 size 4673436000

model-00004-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4395864917a335db3812f7468fee5dd9690512d4f34a2216cc4676483a3ca561
 size 2672401592

 version https://git-lfs.github.com/spec/v1
+oid sha256:cca3337eb85f0a26b314f672f45ebe871c38fc02d35ae6f735c5372fbd86e303
 size 2672401592