chaiml-nemo-espresso-an_5543

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-an_5543_v14

model_name: chaiml-nemo-espresso-an_5543_v14

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-07T06:43:25+00:00

num_battles: 12511

num_wins: 6421

celo_rating: 1272.91

family_friendly_score: 0.5858

family_friendly_standard_error: 0.006966180589103328

submission_type: basic

model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.642275268665546, 'latency_mean': 1.5569044768810272, 'latency_p50': 1.5508650541305542, 'latency_p90': 1.7108229160308837}, {'batch_size': 4, 'throughput': 1.4810843309503035, 'latency_mean': 2.685578134059906, 'latency_p50': 2.6881062984466553, 'latency_p90': 3.0810626983642577}, {'batch_size': 5, 'throughput': 1.6210104708681743, 'latency_mean': 3.067678154706955, 'latency_p50': 3.052843689918518, 'latency_p90': 3.4985184907913207}, {'batch_size': 8, 'throughput': 1.888602502122385, 'latency_mean': 4.204372453689575, 'latency_p50': 4.211190342903137, 'latency_p90': 4.70952033996582}, {'batch_size': 10, 'throughput': 1.9973275037756528, 'latency_mean': 4.972389686107635, 'latency_p50': 4.952517032623291, 'latency_p90': 5.61308102607727}, {'batch_size': 12, 'throughput': 2.0442852053785887, 'latency_mean': 5.82006551027298, 'latency_p50': 5.8242127895355225, 'latency_p90': 6.594366264343262}, {'batch_size': 15, 'throughput': 2.0767466300500486, 'latency_mean': 7.15086282491684, 'latency_p50': 7.169666528701782, 'latency_p90': 8.240034222602844}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-an_5543_v14

is_internal_developer: True

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.8

us_pacific_date: 2024-12-06

win_ratio: 0.5132283590440413

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-espresso-an-5543-v14-mkmlizer
Waiting for job on chaiml-nemo-espresso-an-5543-v14-mkmlizer to finish
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-an-5543-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-an-5543-v14-mkmlizer: Downloaded to shared memory in 30.764s
chaiml-nemo-espresso-an-5543-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbvkloqgt, device:0
chaiml-nemo-espresso-an-5543-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-an-5543-v14-mkmlizer: quantized model in 37.301s
chaiml-nemo-espresso-an-5543-v14-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 68.066s
chaiml-nemo-espresso-an-5543-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-an-5543-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-an-5543-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14
chaiml-nemo-espresso-an-5543-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14/config.json
chaiml-nemo-espresso-an-5543-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14/special_tokens_map.json
chaiml-nemo-espresso-an-5543-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14/tokenizer_config.json
chaiml-nemo-espresso-an-5543-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14/tokenizer.json
chaiml-nemo-espresso-an-5543-v14-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-an-5543-v14/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-an-5543-v14-mkmlizer completed after 93.86s with status: succeeded
Stopping job with name chaiml-nemo-espresso-an-5543-v14-mkmlizer
Pipeline stage MKMLizer completed in 94.37s
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Creating inference service chaiml-nemo-espresso-an-5543-v14
Waiting for inference service chaiml-nemo-espresso-an-5543-v14 to be ready
Inference service chaiml-nemo-espresso-an-5543-v14 ready after 170.59010410308838s
Pipeline stage MKMLDeployer completed in 171.62s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9672327041625977s
Received healthy response to inference request in 1.539430856704712s
Received healthy response to inference request in 1.8762874603271484s
Received healthy response to inference request in 1.4360270500183105s
Received healthy response to inference request in 1.664966344833374s
5 requests
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5th percentile: 1.456707811355591
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20th percentile: 1.5187500953674316
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mean time: 1.6967888832092286
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chaiml-nemo-espresso-an_5543_v14 status is now inactive due to auto deactivation removed underperforming models