Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Support speculative-decoding #21

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

Support speculative-decoding #21

wants to merge 2 commits into from

Conversation

madroidmaq
Copy link
Owner

@madroidmaq madroidmaq commented Feb 17, 2025 •
edited
Loading

close #14

cURL

curl http://localhost:10240/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mlx-community/Unsloth-DeepSeek-R1-Distill-Qwen-32B-4bit",
+    "draft_model": "mlx-community/Qwen2.5-0.5B-Instruct-4bit",
    "messages": [
      {
        "role": "user",
        "content": "What features are typically found on smartwatches, listing the 5 most important"
      }
    ]
  }'

@madroidmaq
Copy link
Owner Author

Eval Result:

  • Before:
prompt_tps: 71.406
generation_tps: 19.251
INFO:     127.0.0.1:62288 - "POST /v1/chat/completions HTTP/1.1" 200 OK
prompt_tps: 72.197
generation_tps: 19.100
INFO:     127.0.0.1:62444 - "POST /v1/chat/completions HTTP/1.1" 200 OK
prompt_tps: 70.344
generation_tps: 19.154
INFO:     127.0.0.1:62795 - "POST /v1/chat/completions HTTP/1.1" 200 OK
  • After:
prompt_tps: 69.233
generation_tps: 18.384
INFO:     127.0.0.1:59481 - "POST /v1/chat/completions HTTP/1.1" 200 OK
prompt_tps: 67.428
generation_tps: 17.666
INFO:     127.0.0.1:59690 - "POST /v1/chat/completions HTTP/1.1" 200 OK
prompt_tps: 70.134
generation_tps: 16.917
INFO:     127.0.0.1:59909 - "POST /v1/chat/completions HTTP/1.1" 200 OK

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers
No reviews
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.

Add MLX speculative-decoding
1 participant
@madroidmaq