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local-llm-server
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Cyberes 2023-09-30 20:42:48 -06:00
parent 91ba2fad1b
commit 1151bb5475
2 changed files with 26 additions and 19 deletions
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41
llm_server/cluster/model_choices.py
View File

@ -54,7 +54,7 @@ def get_model_choices(regen: bool = False):
'estimated_wait': estimated_wait_sec, 'estimated_wait': estimated_wait_sec,
'queued': proompters_in_queue, 'queued': proompters_in_queue,
'processing': active_gen_workers, 'processing': active_gen_workers,
'avg_generation_time': average_generation_elapsed_sec 'avg_generation_time': average_generation_elapsed_sec,
} }
if len(context_size): if len(context_size):
@ -63,25 +63,28 @@ def get_model_choices(regen: bool = False):
model_choices = dict(sorted(model_choices.items())) model_choices = dict(sorted(model_choices.items()))
default_backend = get_a_cluster_backend() default_backend = get_a_cluster_backend()
default_backend_info = cluster_config.get_backend(default_backend) default_backend_dict = {}
default_context_size = default_backend_info['model_config']['max_position_embeddings'] if default_backend:
default_average_generation_elapsed_sec = default_backend_info.get('average_generation_elapsed_sec') default_backend_info = cluster_config.get_backend(default_backend)
default_active_gen_workers = redis.get(f'active_gen_workers:{default_backend}', dtype=int, default=0) default_context_size = default_backend_info['model_config']['max_position_embeddings']
default_proompters_in_queue = priority_queue.len(default_backend_info['model']) default_average_generation_elapsed_sec = default_backend_info.get('average_generation_elapsed_sec')
default_estimated_wait_sec = calculate_wait_time(default_average_generation_elapsed_sec, default_proompters_in_queue, default_backend_info['concurrent_gens'], default_active_gen_workers) default_active_gen_workers = redis.get(f'active_gen_workers:{default_backend}', dtype=int, default=0)
default_proompters_in_queue = priority_queue.len(default_backend_info['model'])
default_estimated_wait_sec = calculate_wait_time(default_average_generation_elapsed_sec, default_proompters_in_queue, default_backend_info['concurrent_gens'], default_active_gen_workers)
default_backend_dict = { default_backend_dict = {
'client_api': f'https://{base_client_api}/v2', 'client_api': f'https://{base_client_api}/v2',
'ws_client_api': f'wss://{base_client_api}/v2' if opts.enable_streaming else None, 'ws_client_api': f'wss://{base_client_api}/v2' if opts.enable_streaming else None,
'openai_client_api': f'https://{base_client_api}/openai/v2' if opts.enable_openi_compatible_backend else 'disabled', 'openai_client_api': f'https://{base_client_api}/openai/v2' if opts.enable_openi_compatible_backend else 'disabled',
'estimated_wait': default_estimated_wait_sec, 'estimated_wait': default_estimated_wait_sec,
'queued': default_proompters_in_queue, 'queued': default_proompters_in_queue,
'processing': default_active_gen_workers, 'processing': default_active_gen_workers,
'context_size': default_context_size, 'context_size': default_context_size,
'hash': default_backend_info['hash'], 'hash': default_backend_info['hash'],
'model': default_backend_info['model'], 'model': default_backend_info['model'],
'avg_generation_time': default_average_generation_elapsed_sec 'avg_generation_time': default_average_generation_elapsed_sec,
} 'online': True
}
redis.setp('model_choices', (model_choices, default_backend_dict)) redis.setp('model_choices', (model_choices, default_backend_dict))

4
llm_server/routes/request_handler.py
View File

@ -39,6 +39,10 @@ class RequestHandler:
self.token_priority, self.token_simultaneous_ip = self.get_token_ratelimit() self.token_priority, self.token_simultaneous_ip = self.get_token_ratelimit()
self.backend_url = get_a_cluster_backend(selected_model) self.backend_url = get_a_cluster_backend(selected_model)
self.cluster_backend_info = cluster_config.get_backend(self.backend_url) self.cluster_backend_info = cluster_config.get_backend(self.backend_url)
if not self.cluster_backend_info.get('mode'):
print(self.backend_url, self.cluster_backend_info)
self.backend = get_backend_handler(self.cluster_backend_info['mode'], self.backend_url) self.backend = get_backend_handler(self.cluster_backend_info['mode'], self.backend_url)
self.parameters = None self.parameters = None
self.used = False self.used = False