Instructions to use DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss with Transformers:

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

pipe = pipeline("text-generation", model="DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss")
model = AutoModelForCausalLM.from_pretrained("DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss")
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 DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss

SGLang

How to use DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss 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 "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss" \
    --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": "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss",
		"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 "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss" \
        --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": "DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss with Docker Model Runner:
```
docker model run hf.co/DS-Archive/Mixtral-8x7B-Instruct-v0.1-LimaRP-ZLoss
```

Doctor-Shotgun commited on Jan 7, 2024

Commit

c8fa24a

1 Parent(s): 588ecd6

Upload templates

Browse files

Files changed (4) hide show

ST Templates/context/LimaRPv3 Alpaca (No Length).json +11 -0
ST Templates/context/LimaRPv3 Alpaca.json +10 -0
ST Templates/instruct/LimaRPv3 Alpaca (No Length).json +17 -0
ST Templates/instruct/LimaRPv3 Alpaca.json +17 -0

ST Templates/context/LimaRPv3 Alpaca (No Length).json ADDED Viewed

	@@ -0,0 +1,11 @@

+{
+    "story_string": "### Instruction:\n{{#if wiBefore}}{{wiBefore}}\n\n{{/if}}{{#if description}}{{description}}\n\n{{/if}}{{#if persona}}{{user}}'s Persona: {{persona}}\n\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n\n{{/if}}{{#if system}}{{system}}{{/if}}",
+    "example_separator": "",
+    "chat_start": "",
+    "use_stop_strings": false,
+    "always_force_name2": true,
+    "trim_sentences": false,
+    "include_newline": false,
+    "single_line": false,
+    "name": "LimaRPv3 Alpaca (No Length)"
+}

ST Templates/context/LimaRPv3 Alpaca.json ADDED Viewed

	@@ -0,0 +1,10 @@

+{
+    "story_string": "### Instruction:\n{{#if wiBefore}}{{wiBefore}}\n\n{{/if}}{{#if description}}{{description}}\n\n{{/if}}{{#if persona}}{{user}}'s Persona: {{persona}}\n\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n\n{{/if}}{{#if system}}{{system}}{{/if}}",
+    "example_separator": "",
+    "chat_start": "",
+    "always_force_name2": true,
+    "trim_sentences": false,
+    "include_newline": false,
+    "single_line": false,
+    "name": "LimaRPv3 Alpaca"
+}

ST Templates/instruct/LimaRPv3 Alpaca (No Length).json ADDED Viewed

	@@ -0,0 +1,17 @@

+{
+    "system_prompt": "Play the role of {{char}}. Taking the above information into consideration, you must engage in a roleplaying chat with {{user}} below this line. Do not write dialogues and narration for {{user}}.",
+    "input_sequence": "\n### Input:",
+    "output_sequence": "\n### Response:",
+    "first_output_sequence": "",
+    "last_output_sequence": "\n### Response:",
+    "system_sequence_prefix": "",
+    "system_sequence_suffix": "",
+    "stop_sequence": "",
+    "separator_sequence": "",
+    "wrap": true,
+    "macro": true,
+    "names": true,
+    "names_force_groups": true,
+    "activation_regex": "",
+    "name": "LimaRPv3 Alpaca (No Length)"
+}

ST Templates/instruct/LimaRPv3 Alpaca.json ADDED Viewed

	@@ -0,0 +1,17 @@

+{
+    "system_prompt": "Play the role of {{char}}. Taking the above information into consideration, you must engage in a roleplaying chat with {{user}} below this line. Do not write dialogues and narration for {{user}}.",
+    "input_sequence": "\n### Input:",
+    "output_sequence": "\n### Response:",
+    "first_output_sequence": "",
+    "last_output_sequence": "\n### Response: (length = medium)",
+    "system_sequence_prefix": "",
+    "system_sequence_suffix": "",
+    "stop_sequence": "",
+    "separator_sequence": "",
+    "wrap": true,
+    "macro": true,
+    "names": true,
+    "names_force_groups": true,
+    "activation_regex": "",
+    "name": "LimaRPv3 Alpaca"
+}