Instructions to use Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended with Transformers:

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

pipe = pipeline("text-generation", model="Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended")
model = AutoModelForMultimodalLM.from_pretrained("Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended")
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 Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended

SGLang

How to use Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended 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 "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended" \
    --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": "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended",
		"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 "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended" \
        --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": "Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended with Docker Model Runner:
```
docker model run hf.co/Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
```

Pretergeek commited on Sep 29, 2024

Commit

1e81f18

verified ·

1 Parent(s): 63b3d84

Update README.md

Browse files

Files changed (1) hide show

README.md +8 -8

README.md CHANGED Viewed

@@ -7,7 +7,7 @@ tags:
 base_model:
 - openchat/openchat-3.5-0106
 model-index:
-- name: OpenChat-3.5-0106_BlockExpansion-40Layers-End
   results:
   - task:
       type: text-generation
@@ -22,7 +22,7 @@ model-index:
       value: 59.61
       name: strict accuracy
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
   - task:
       type: text-generation
@@ -37,7 +37,7 @@ model-index:
       value: 24.06
       name: normalized accuracy
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
   - task:
       type: text-generation
@@ -52,7 +52,7 @@ model-index:
       value: 6.8
       name: exact match
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
   - task:
       type: text-generation
@@ -67,7 +67,7 @@ model-index:
       value: 7.61
       name: acc_norm
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
   - task:
       type: text-generation
@@ -82,7 +82,7 @@ model-index:
       value: 11.78
       name: acc_norm
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
   - task:
       type: text-generation
@@ -99,7 +99,7 @@ model-index:
       value: 25.44
       name: accuracy
     source:
-      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_BlockExpansion-40Layers-End
       name: Open LLM Leaderboard
 ---
 <p align="center">
@@ -107,7 +107,7 @@ model-index:
   <a href="https://patreon.com/Pretergeek">Support my work using Patreon</a>
 </p>
-# OpenChat-3.5-0106_BlockExpansion-40Layers-End
 This is NOT your usual frankenmerge created using [mergekit](https://github.com/cg123/mergekit).

 base_model:
 - openchat/openchat-3.5-0106
 model-index:
+- name: OpenChat-3.5-0106_8.99B_40Layers-Appended
   results:
   - task:
       type: text-generation
       value: 59.61
       name: strict accuracy
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
   - task:
       type: text-generation
       value: 24.06
       name: normalized accuracy
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
   - task:
       type: text-generation
       value: 6.8
       name: exact match
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
   - task:
       type: text-generation
       value: 7.61
       name: acc_norm
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
   - task:
       type: text-generation
       value: 11.78
       name: acc_norm
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
   - task:
       type: text-generation
       value: 25.44
       name: accuracy
     source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Pretergeek/OpenChat-3.5-0106_8.99B_40Layers-Appended
       name: Open LLM Leaderboard
 ---
 <p align="center">
   <a href="https://patreon.com/Pretergeek">Support my work using Patreon</a>
 </p>
+# OpenChat-3.5-0106_8.99B_40Layers-Appended
 This is NOT your usual frankenmerge created using [mergekit](https://github.com/cg123/mergekit).