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Author SHA1 Message Date
DAN™
aafdf7b0c9
Merge 2116f48bec into 09fe2e7613 2024-12-24 12:08:29 -05:00
NeverLucky
09fe2e7613
server: allow filtering llama server response fields (#10940)
* llama_server_response_fields

* llama_server_response_fields_fix_issues

* params fixes

* fix

* clarify docs

* change to "response_fields"

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 17:39:49 +01:00
4 changed files with 63 additions and 1 deletions

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@ -450,6 +450,8 @@ These words will not be included in the completion, so make sure to add them to
`post_sampling_probs`: Returns the probabilities of top `n_probs` tokens after applying sampling chain. `post_sampling_probs`: Returns the probabilities of top `n_probs` tokens after applying sampling chain.
`response_fields`: A list of response fields, for example: `"response_fields": ["content", "generation_settings/n_predict"]`. If the specified field is missing, it will simply be omitted from the response without triggering an error.
**Response format** **Response format**
- Note: In streaming mode (`stream`), only `content`, `tokens` and `stop` will be returned until end of completion. Responses are sent using the [Server-sent events](https://html.spec.whatwg.org/multipage/server-sent-events.html) standard. Note: the browser's `EventSource` interface cannot be used due to its lack of `POST` request support. - Note: In streaming mode (`stream`), only `content`, `tokens` and `stop` will be returned until end of completion. Responses are sent using the [Server-sent events](https://html.spec.whatwg.org/multipage/server-sent-events.html) standard. Note: the browser's `EventSource` interface cannot be used due to its lack of `POST` request support.

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@ -92,6 +92,7 @@ struct slot_params {
int64_t t_max_predict_ms = -1; // if positive, limit the generation phase to this time limit int64_t t_max_predict_ms = -1; // if positive, limit the generation phase to this time limit
std::vector<std::string> antiprompt; std::vector<std::string> antiprompt;
std::vector<std::string> response_fields;
bool timings_per_token = false; bool timings_per_token = false;
bool post_sampling_probs = false; bool post_sampling_probs = false;
bool ignore_eos = false; bool ignore_eos = false;
@ -209,6 +210,7 @@ struct server_task {
params.n_discard = json_value(data, "n_discard", defaults.n_discard); params.n_discard = json_value(data, "n_discard", defaults.n_discard);
//params.t_max_prompt_ms = json_value(data, "t_max_prompt_ms", defaults.t_max_prompt_ms); // TODO: implement //params.t_max_prompt_ms = json_value(data, "t_max_prompt_ms", defaults.t_max_prompt_ms); // TODO: implement
params.t_max_predict_ms = json_value(data, "t_max_predict_ms", defaults.t_max_predict_ms); params.t_max_predict_ms = json_value(data, "t_max_predict_ms", defaults.t_max_predict_ms);
params.response_fields = json_value(data, "response_fields", std::vector<std::string>());
params.sampling.top_k = json_value(data, "top_k", defaults.sampling.top_k); params.sampling.top_k = json_value(data, "top_k", defaults.sampling.top_k);
params.sampling.top_p = json_value(data, "top_p", defaults.sampling.top_p); params.sampling.top_p = json_value(data, "top_p", defaults.sampling.top_p);
@ -522,6 +524,7 @@ struct server_task_result_cmpl_final : server_task_result {
bool post_sampling_probs; bool post_sampling_probs;
std::vector<completion_token_output> probs_output; std::vector<completion_token_output> probs_output;
std::vector<std::string> response_fields;
slot_params generation_params; slot_params generation_params;
@ -568,7 +571,7 @@ struct server_task_result_cmpl_final : server_task_result {
if (!stream && !probs_output.empty()) { if (!stream && !probs_output.empty()) {
res["completion_probabilities"] = completion_token_output::probs_vector_to_json(probs_output, post_sampling_probs); res["completion_probabilities"] = completion_token_output::probs_vector_to_json(probs_output, post_sampling_probs);
} }
return res; return response_fields.empty() ? res : json_get_nested_values(response_fields, res);
} }
json to_json_oaicompat_chat() { json to_json_oaicompat_chat() {
@ -2066,6 +2069,7 @@ struct server_context {
res->tokens = slot.generated_tokens; res->tokens = slot.generated_tokens;
res->timings = slot.get_timings(); res->timings = slot.get_timings();
res->prompt = common_detokenize(ctx, slot.prompt_tokens, true); res->prompt = common_detokenize(ctx, slot.prompt_tokens, true);
res->response_fields = slot.params.response_fields;
res->truncated = slot.truncated; res->truncated = slot.truncated;
res->n_decoded = slot.n_decoded; res->n_decoded = slot.n_decoded;

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@ -257,6 +257,40 @@ def test_completion_parallel_slots(n_slots: int, n_requests: int):
# assert match_regex(re_content, res.body["content"]) # assert match_regex(re_content, res.body["content"])
@pytest.mark.parametrize(
"prompt,n_predict,response_fields",
[
("I believe the meaning of life is", 8, []),
("I believe the meaning of life is", 32, ["content", "generation_settings/n_predict", "prompt"]),
],
)
def test_completion_response_fields(
prompt: str, n_predict: int, response_fields: list[str]
):
global server
server.start()
res = server.make_request(
"POST",
"/completion",
data={
"n_predict": n_predict,
"prompt": prompt,
"response_fields": response_fields,
},
)
assert res.status_code == 200
assert "content" in res.body
assert len(res.body["content"])
if len(response_fields):
assert res.body["generation_settings/n_predict"] == n_predict
assert res.body["prompt"] == "<s> " + prompt
assert isinstance(res.body["content"], str)
assert len(res.body) == len(response_fields)
else:
assert len(res.body)
assert "generation_settings" in res.body
def test_n_probs(): def test_n_probs():
global server global server
server.start() server.start()

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@ -90,6 +90,28 @@ static bool json_is_array_of_mixed_numbers_strings(const json & data) {
return false; return false;
} }
// get value by path(key1 / key2)
static json json_get_nested_values(const std::vector<std::string> & paths, const json & js) {
json result = json::object();
for (const std::string & path : paths) {
json current = js;
const auto keys = string_split<std::string>(path, /*separator*/ '/');
bool valid_path = true;
for (const std::string & k : keys) {
if (valid_path && current.is_object() && current.contains(k)) {
current = current[k];
} else {
valid_path = false;
}
}
if (valid_path) {
result[path] = current;
}
}
return result;
}
/** /**
* this handles 2 cases: * this handles 2 cases:
* - only string, example: "string" * - only string, example: "string"