From 46b7ea7c851a98b532e35243957f5438bed9ba89 Mon Sep 17 00:00:00 2001 From: Lianmin Zheng Date: Mon, 15 Jan 2024 21:37:11 -0800 Subject: [PATCH] Improve Readme (#10) --- README.md | 88 +++++++++++++++++- assets/llama_7b.jpg | Bin 0 -> 236994 bytes assets/mixtral_8x7b.jpg | Bin 0 -> 160860 bytes examples/usage/readme_examples.py | 79 ++++++++++++++++ .../streaming.py} | 7 +- 5 files changed, 167 insertions(+), 7 deletions(-) create mode 100644 assets/llama_7b.jpg create mode 100644 assets/mixtral_8x7b.jpg create mode 100644 examples/usage/readme_examples.py rename examples/{quick_start/more_stream_methods.py => usage/streaming.py} (89%) diff --git a/README.md b/README.md index fd6343e84..98514d9fd 100644 --- a/README.md +++ b/README.md @@ -94,25 +94,99 @@ You can find more examples at [examples/quick_start](examples/quick_start). ## Frontend: Structured Generation Langauge (SGLang) +To begin with, import sglang. +```python +import sglang as sgl +``` + +`sglang` provides some simple primitives such as `gen`, `select`, `fork`. +You can implement your prompt flow in a function decorated by `sgl.function`. +You can then invoke the function with `run` or `run_batch`. +The system will manage the state, chat template, and parallelism for you. + ### Control Flow +```python +@sgl.function +def control_flow(s, question): + s += "To answer this question: " + question + ", " + s += "I need to use a " + sgl.gen("tool", choices=["calculator", "web browser"]) + ". " + + # You can use if or nested function calls + if s["tool"] == "calculator": + s += "The math expression is" + sgl.gen("expression") + elif s["tool"] == "web browser": + s += "The website url is" + sgl.gen("url") +``` ### Parallelism +```python +@sgl.function +def tip_suggestion(s): + s += ( + "Here are two tips for staying healthy: " + "1. Balanced Diet. 2. Regular Exercise.\n\n" + ) + + forks = s.fork(2) # Launch parallel prompts + for i, f in enumerate(forks): + f += f"Now, expand tip {i+1} into a paragraph:\n" + f += sgl.gen(f"detailed_tip", max_tokens=256, stop="\n\n") + + s += "Tip 1:" + forks[0]["detailed_tip"] + "\n" + s += "Tip 2:" + forks[1]["detailed_tip"] + "\n" + s += "In summary" + sgl.gen("summary") +``` ### Multi Modality ```python @sgl.function def image_qa(s, image_file, question): s += sgl.user(sgl.image(image_file) + question) - s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) + s += sgl.assistant(sgl.gen("answer", max_tokens=256) ``` -### Constrained decoding +### Constrained Decoding +```python +@function +def regular_expression_gen(s): + s += "Q: What is the IP address of the Google DNS servers?\n" + s += "A: " + gen( + "answer", + temperature=0, + regex=r"((25[0-5]|2[0-4]\d|[01]?\d\d?).){3}(25[0-5]|2[0-4]\d|[01]?\d\d?)", + ) +``` ### Batching +```python +@sgl.function +def text_qa(s, question): + s += "Q: " + question + "\n" + s += "A:" + sgl.gen("answer", stop="\n") + +states = text_qa.run_batch( + [ + {"question": "What is the capital of the United Kingdom?"}, + {"question": "What is the capital of France?"}, + {"question": "What is the capital of Japan?"}, + ], +) +``` ### Streaming +```python +@sgl.function +def text_qa(s, question): + s += "Q: " + question + "\n" + s += "A:" + sgl.gen("answer", stop="\n") -### Other Backends +states = text_qa.run( + question="What is the capital of France?", + temperature=0.1) + +for out in state.text_iter(): + print(out, end="", flush=True) +``` ## Backend: SGLang Runtime (SRT) The SGLang Runtime (SRT) is designed to work best with the SGLang frontend. @@ -151,6 +225,14 @@ python -m sglang.launch_server --model-path meta-llama/Llama-2-7b-chat-hf --port ## Benchmark And Performance +- Llama-7B on NVIDIA A10G, FP16, Tensor Parallelism=1 +![llama_7b](assets/llama_7b.jpg) + +- Mixtral-8x7B on NVIDIA A10G, FP16, Tensor Parallelism=8 +![mixtral_8x7b](assets/mixtral_8x7b.jpg) + +Learn more [here](). + ## Roadmap - [ ] Function call - [ ] Quantization diff --git a/assets/llama_7b.jpg b/assets/llama_7b.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e68960e0160a64eb11247dcbd43c1bf524c206d4 GIT binary patch literal 236994 zcmeEv2|QHm|Nqfc+9x3?Ohu_wDoIJE&0c9&!rWF#(k5ce(IQzVgjQ3QRAO$~QW$GU znGlnG-^t9_X2#5!|1*kf+`4^lxBL5l|NozPHO|t^nRA}!`Rwn{=fnTRuY#uPYwKx4 zA|jB8zKA{q@v9*ZEjx>25VUnGv_AE_#VFuAB%!K;6NUjOdYkFp-cMCirnW~cGD+E^P2{A5UM94ctaS(M0J zXq1=;N=$^G4q?Duj1lR7^?wcg5gCOVJ!Y)vxbYJvf)B(@g+_^>P@_hp#*7jCjEE!n ze`vJWm}zsCZx}1S)y>EE zrk{Vnt=o5kf+`PgY2 zc8DH4BR+S3&ls4Ml9;yo+Hl_EKIMm>Fn zcnijXO>_dWdf$@ht=79@e%CXW>H4NRLbmwuP;>SSY<{KZW&cycwTKKnu3e1 zAXeih887h)c*F|O@*1~0YP4xl9W(v8f{&hp&sIXy2N5la?IZ7zF&J3`|Na^f<>&uB zP68w&im|o^%_Y^7d7kRZow4N7ncQuxD||?iZOMlYZ*%9ihxfd3ny?_~kGB%q_=8o< z^Kmczb-DLHeOjN}W|O7q=gf!3O~1>Buxgmzd_KfjDN>eaqQ;$VY|Z7C!IcJlC_QiF 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zBe{1H=sE)-kzrfL>aT5#6v>PjZESYMqdjn6=@a;fkXNMHnxYz^gUg?` z9;T(ww$2$1Gjt-^C>6W%^EdLuDV~8W2_XpMj$uEkH`#;i%lnvDxCq-|!ovSZO zE0@volhw6tb55^1X>Z06@Bbv9`ftsY|DRv~)xL6n%Z|Ta|I=_6##ziLbkm8{)fF31 zlG{13v8eOWDmYPE{%nEA+2aiJCM-=>RkT#J50>|2a5Fb$M<f~=JzZjJr^YGMduhdok5E;#kxTfartEE1E&!XRP`QH!&jK6`%zvJ$|A@2UwdEhq?`7dJo Szj~a1|Nj5oac126`o92rI*^M1 literal 0 HcmV?d00001 diff --git a/examples/usage/readme_examples.py b/examples/usage/readme_examples.py new file mode 100644 index 000000000..d7b446c98 --- /dev/null +++ b/examples/usage/readme_examples.py @@ -0,0 +1,79 @@ +import sglang as sgl + + +@sgl.function +def tool_use(s, question): + s += "To answer this question: " + question + ", " + s += "I need to use a " + sgl.gen("tool", choices=["calculator", "web browser"]) + ". " + if s["tool"] == "calculator": + s += "The math expression is" + sgl.gen("expression") + elif s["tool"] == "web browser": + s += "The website url is" + sgl.gen("url") + + +@sgl.function +def tip_suggestion(s): + s += ( + "Here are two tips for staying healthy: " + "1. Balanced Diet. 2. Regular Exercise.\n\n" + ) + + forks = s.fork(2) + for i, f in enumerate(forks): + f += f"Now, expand tip {i+1} into a paragraph:\n" + f += sgl.gen(f"detailed_tip", max_tokens=256, stop="\n\n") + + s += "Tip 1:" + forks[0]["detailed_tip"] + "\n" + s += "Tip 2:" + forks[1]["detailed_tip"] + "\n" + s += "In summary" + sgl.gen("summary") + + +@sgl.function +def text_qa(s, question): + s += "Q: " + question + "\n" + s += "A:" + sgl.gen("answer", stop="\n") + + +def driver_tool_use(): + state = tool_use.run(question="What is the capital of the United States?") + print(state.text()) + print("\n") + + +def driver_tip_suggestion(): + state = tip_suggestion.run() + print(state.text()) + print("\n") + + +def driver_batching(): + states = text_qa.run_batch( + [ + {"question": "What is the capital of the United Kingdom?"}, + {"question": "What is the capital of France?"}, + {"question": "What is the capital of Japan?"}, + ], + ) + + for s in states: + print(s.text()) + print("\n") + + +def driver_stream(): + state = text_qa.run( + question="What is the capital of France?", + temperature=0.1) + + for out in state.text_iter(): + print(out, end="", flush=True) + print("\n") + + +if __name__ == "__main__": + sgl.set_default_backend(sgl.OpenAI("gpt-3.5-turbo-instruct")) + + driver_tool_use() + driver_tip_suggestion() + driver_batching() + driver_stream() diff --git a/examples/quick_start/more_stream_methods.py b/examples/usage/streaming.py similarity index 89% rename from examples/quick_start/more_stream_methods.py rename to examples/usage/streaming.py index 15a41483a..8ea672417 100644 --- a/examples/quick_start/more_stream_methods.py +++ b/examples/usage/streaming.py @@ -12,7 +12,6 @@ def multi_turn_question(s, question_1, question_2): sgl.set_default_backend(sgl.OpenAI("gpt-3.5-turbo")) -#sgl.set_default_backend(sgl.RuntimeEndpoint("http://localhost:30000")) def stream_a_variable(): @@ -24,7 +23,7 @@ def stream_a_variable(): for out in state.text_iter(var_name="answer_2"): print(out, end="", flush=True) - print() + print("\n") async def async_stream(): @@ -36,9 +35,9 @@ async def async_stream(): async for out in state.text_async_iter(var_name="answer_2"): print(out, end="", flush=True) - print() + print("\n") if __name__ == "__main__": - #stream_a_variable() + stream_a_variable() asyncio.run(async_stream())