cgato-nemo-12b-thespice-_1853

submission_id: cgato-nemo-12b-thespice-_1853_v3

developer_uid: c.gato

best_of: 8

celo_rating: 1243.34

display_name: cgato-nemo-12b-thespice-_1853_v3

family_friendly_score: 0.5742

family_friendly_standard_error: 0.00699277284058334

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: False

language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

latencies: [{'batch_size': 1, 'throughput': 0.60800712628958, 'latency_mean': 1.6446201407909393, 'latency_p50': 1.6437314748764038, 'latency_p90': 1.815349006652832}, {'batch_size': 3, 'throughput': 1.1103142611502024, 'latency_mean': 2.69559427857399, 'latency_p50': 2.684040069580078, 'latency_p90': 2.939906430244446}, {'batch_size': 5, 'throughput': 1.3447409134416544, 'latency_mean': 3.695742506980896, 'latency_p50': 3.7083897590637207, 'latency_p90': 4.225240421295166}, {'batch_size': 6, 'throughput': 1.4035493575372968, 'latency_mean': 4.250467154979706, 'latency_p50': 4.277415156364441, 'latency_p90': 4.694267225265503}, {'batch_size': 8, 'throughput': 1.4892502124983653, 'latency_mean': 5.344818552732468, 'latency_p50': 5.340111255645752, 'latency_p90': 6.025803136825561}, {'batch_size': 10, 'throughput': 1.5185309346845324, 'latency_mean': 6.5403283095359805, 'latency_p50': 6.501594424247742, 'latency_p90': 7.39881706237793}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: cgato/Nemo-12b-TheSpice-

model_name: cgato-nemo-12b-thespice-_1853_v3

model_num_parameters: 12772121600.0

model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_size: 13B

num_battles: 8767

num_wins: 4352

ranking_group: single

status: inactive

submission_type: basic

throughput_3p7s: 1.35

timestamp: 2024-11-13T02:19:48+00:00

us_pacific_date: 2024-11-12

win_ratio: 0.4964069807231664

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 cgato-nemo-12b-thespice-1853-v3-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v3-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  Version: 0.11.33                                                   ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Failed to get response for submission blend_namot_2024-11-13: ('http://blend-mifir-2024-11-13-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"detail":"Gateway Timeout"}')
cgato-nemo-12b-thespice-1853-v3-mkmlizer: Downloaded to shared memory in 117.828s
cgato-nemo-12b-thespice-1853-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7hz78b0d, device:0
cgato-nemo-12b-thespice-1853-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v3-mkmlizer: quantized model in 37.824s
cgato-nemo-12b-thespice-1853-v3-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 155.652s
cgato-nemo-12b-thespice-1853-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3
cgato-nemo-12b-thespice-1853-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3/config.json
cgato-nemo-12b-thespice-1853-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3/tokenizer.json
cgato-nemo-12b-thespice-1853-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v3/flywheel_model.0.safetensors
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Job cgato-nemo-12b-thespice-1853-v3-mkmlizer completed after 187.12s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v3-mkmlizer
Pipeline stage MKMLizer completed in 187.66s
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Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-1853-v3
Waiting for inference service cgato-nemo-12b-thespice-1853-v3 to be ready
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Failed to get response for submission zonemercy-lexical-nemov8_5966_v2: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission zonemercy-lexical-nemov8_5966_v2: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
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Inference service cgato-nemo-12b-thespice-1853-v3 ready after 190.7532856464386s
Pipeline stage MKMLDeployer completed in 191.38s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.140810489654541s
Received healthy response to inference request in 2.1172025203704834s
Received healthy response to inference request in 1.9561095237731934s
Received healthy response to inference request in 1.4557485580444336s
Received healthy response to inference request in 1.5885050296783447s
5 requests
0 failed requests
5th percentile: 1.4822998523712159
10th percentile: 1.5088511466979981
20th percentile: 1.5619537353515625
30th percentile: 1.6620259284973145
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50th percentile: 1.9561095237731934
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70th percentile: 2.0849839210510255
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90th percentile: 2.131367301940918
95th percentile: 2.1360888957977293
99th percentile: 2.1398661708831788
mean time: 1.8516752243041992
Pipeline stage StressChecker completed in 10.69s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2871.53s
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cgato-nemo-12b-thespice-_1853_v3 status is now inactive due to auto deactivation removed underperforming models