llama : move end-user examples to tools directory (#13249)
* llama : move end-user examples to tools directory --------- Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
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213 changed files with 226 additions and 190 deletions
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import pytest
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from utils import *
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server = ServerPreset.tinyllama2()
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@pytest.fixture(scope="module", autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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server.slot_save_path = "./tmp"
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server.temperature = 0.0
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def test_slot_save_restore():
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global server
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server.start()
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# First prompt in slot 1 should be fully processed
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of France?",
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"id_slot": 1,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Whiskers|Flana)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 21 # all tokens are processed
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# Save state of slot 1
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res = server.make_request("POST", "/slots/1?action=save", data={
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"filename": "slot1.bin",
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})
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assert res.status_code == 200
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assert res.body["n_saved"] == 84
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# Since we have cache, this should only process the last tokens
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of Germany?",
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"id_slot": 1,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Jack|said)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 6 # only different part is processed
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# Loading the saved cache into slot 0
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res = server.make_request("POST", "/slots/0?action=restore", data={
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"filename": "slot1.bin",
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})
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assert res.status_code == 200
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assert res.body["n_restored"] == 84
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# Since we have cache, slot 0 should only process the last tokens
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of Germany?",
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"id_slot": 0,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Jack|said)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 6 # only different part is processed
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# For verification that slot 1 was not corrupted during slot 0 load, same thing should work
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of Germany?",
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"id_slot": 1,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Jack|said)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 1
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def test_slot_erase():
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global server
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server.start()
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of France?",
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"id_slot": 1,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Whiskers|Flana)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 21 # all tokens are processed
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# erase slot 1
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res = server.make_request("POST", "/slots/1?action=erase")
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assert res.status_code == 200
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# re-run the same prompt, it should process all tokens again
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res = server.make_request("POST", "/completion", data={
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"prompt": "What is the capital of France?",
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"id_slot": 1,
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"cache_prompt": True,
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})
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assert res.status_code == 200
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assert match_regex("(Whiskers|Flana)+", res.body["content"])
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assert res.body["timings"]["prompt_n"] == 21 # all tokens are processed
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