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server : fix first message identification (#13634)
* server : fix first message identification When using the OpenAI SDK (https://github.com/openai/openai-node/blob/master/src/lib/ChatCompletionStream.ts#L623-L626) we noticed that the expected assistant role is missing in the first streaming message. Fix this by correctly checking for the first message. Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com> Signed-off-by: Dorin Geman <dorin.geman@docker.com> * server : Fix checks for first role message for stream=True Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com> Signed-off-by: Dorin Geman <dorin.geman@docker.com> --------- Signed-off-by: Dorin Geman <dorin.geman@docker.com> Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
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@ -951,7 +951,7 @@ struct server_task_result_cmpl_partial : server_task_result {
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}
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json to_json_oaicompat_chat() {
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bool first = n_decoded == 0;
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bool first = n_decoded == 1;
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std::time_t t = std::time(0);
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json choices;
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@ -962,15 +962,18 @@ struct server_task_result_cmpl_partial : server_task_result {
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{"delta", json{{"role", "assistant"}}}}});
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} else {
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// We have to send this as two updates to conform to openai behavior
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// initial_ret is the role message for stream=True
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json initial_ret = json{{"choices", json::array({json{
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{"finish_reason", nullptr},
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{"index", 0},
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{"delta", json{
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{"role", "assistant"}
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{"role", "assistant"},
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{"content", ""}
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}}}})},
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{"created", t},
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{"id", oaicompat_cmpl_id},
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{"model", oaicompat_model},
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{"system_fingerprint", build_info},
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{"object", "chat.completion.chunk"}};
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json second_ret = json{
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@ -982,8 +985,19 @@ struct server_task_result_cmpl_partial : server_task_result {
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{"created", t},
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{"id", oaicompat_cmpl_id},
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{"model", oaicompat_model},
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{"system_fingerprint", build_info},
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{"object", "chat.completion.chunk"}};
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if (prob_output.probs.size() > 0) {
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second_ret["choices"][0]["logprobs"] = json{
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{"content", completion_token_output::probs_vector_to_json({prob_output}, post_sampling_probs)},
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};
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}
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if (timings.prompt_n >= 0) {
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second_ret.push_back({"timings", timings.to_json()});
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}
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return std::vector<json>({initial_ret, second_ret});
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}
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} else {
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@ -71,8 +71,14 @@ def test_chat_completion_stream(system_prompt, user_prompt, max_tokens, re_conte
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})
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content = ""
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last_cmpl_id = None
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for data in res:
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for i, data in enumerate(res):
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choice = data["choices"][0]
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if i == 0:
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# Check first role message for stream=True
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assert choice["delta"]["content"] == ""
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assert choice["delta"]["role"] == "assistant"
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else:
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assert "role" not in choice["delta"]
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assert data["system_fingerprint"].startswith("b")
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assert "gpt-3.5" in data["model"] # DEFAULT_OAICOMPAT_MODEL, maybe changed in the future
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if last_cmpl_id is None:
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@ -242,12 +248,18 @@ def test_chat_completion_with_timings_per_token():
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"stream": True,
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"timings_per_token": True,
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})
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for data in res:
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assert "timings" in data
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assert "prompt_per_second" in data["timings"]
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assert "predicted_per_second" in data["timings"]
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assert "predicted_n" in data["timings"]
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assert data["timings"]["predicted_n"] <= 10
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for i, data in enumerate(res):
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if i == 0:
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# Check first role message for stream=True
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assert data["choices"][0]["delta"]["content"] == ""
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assert data["choices"][0]["delta"]["role"] == "assistant"
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else:
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assert "role" not in data["choices"][0]["delta"]
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assert "timings" in data
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assert "prompt_per_second" in data["timings"]
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assert "predicted_per_second" in data["timings"]
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assert "predicted_n" in data["timings"]
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assert data["timings"]["predicted_n"] <= 10
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def test_logprobs():
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@ -295,17 +307,23 @@ def test_logprobs_stream():
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)
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output_text = ''
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aggregated_text = ''
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for data in res:
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for i, data in enumerate(res):
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choice = data.choices[0]
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if choice.finish_reason is None:
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if choice.delta.content:
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output_text += choice.delta.content
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assert choice.logprobs is not None
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assert choice.logprobs.content is not None
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for token in choice.logprobs.content:
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aggregated_text += token.token
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assert token.logprob <= 0.0
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assert token.bytes is not None
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assert token.top_logprobs is not None
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assert len(token.top_logprobs) > 0
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if i == 0:
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# Check first role message for stream=True
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assert choice.delta.content == ""
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assert choice.delta.role == "assistant"
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else:
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assert choice.delta.role is None
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if choice.finish_reason is None:
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if choice.delta.content:
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output_text += choice.delta.content
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assert choice.logprobs is not None
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assert choice.logprobs.content is not None
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for token in choice.logprobs.content:
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aggregated_text += token.token
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assert token.logprob <= 0.0
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assert token.bytes is not None
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assert token.top_logprobs is not None
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assert len(token.top_logprobs) > 0
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assert aggregated_text == output_text
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