cgato-nemo-12b-thespice_1853

submission_id: cgato-nemo-12b-thespice_1853_v15

developer_uid: c.gato

best_of: 8

celo_rating: 1260.39

display_name: cgato-nemo-12b-thespice_1853_v15

family_friendly_score: 0.5720000000000001

family_friendly_standard_error: 0.00699737093485832

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': 0.6223553710310497, 'latency_mean': 1.6067028617858887, 'latency_p50': 1.602844476699829, 'latency_p90': 1.7761103868484498}, {'batch_size': 3, 'throughput': 1.150473666958209, 'latency_mean': 2.595200138092041, 'latency_p50': 2.599632740020752, 'latency_p90': 2.861869788169861}, {'batch_size': 5, 'throughput': 1.4068450346662211, 'latency_mean': 3.537263103723526, 'latency_p50': 3.507136344909668, 'latency_p90': 3.9154595375061034}, {'batch_size': 6, 'throughput': 1.483177630801583, 'latency_mean': 4.0214212238788605, 'latency_p50': 4.0563132762908936, 'latency_p90': 4.487084269523621}, {'batch_size': 8, 'throughput': 1.5422291051495052, 'latency_mean': 5.143332198858261, 'latency_p50': 5.168980956077576, 'latency_p90': 5.849752712249756}, {'batch_size': 10, 'throughput': 1.5935014986614084, 'latency_mean': 6.231094080209732, 'latency_p50': 6.21247935295105, 'latency_p90': 7.093318223953247}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: cgato/Nemo-12b-TheSpice-

model_name: cgato-nemo-12b-thespice_1853_v15

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: 10927

num_wins: 5643

ranking_group: single

status: inactive

submission_type: basic

throughput_3p7s: 1.44

timestamp: 2024-11-18T05:41:55+00:00

us_pacific_date: 2024-11-17

win_ratio: 0.5164271986821635

Resubmit model

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Running pipeline stage MKMLizer
Starting job with name cgato-nemo-12b-thespice-1853-v15-mkmlizer
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cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║     _____            __           __                                ║
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cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v15-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cgato-nemo-12b-thespice-1853-v15-mkmlizer: Downloaded to shared memory in 50.157s
cgato-nemo-12b-thespice-1853-v15-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_q6ugrnx, device:0
cgato-nemo-12b-thespice-1853-v15-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v15-mkmlizer: quantized model in 36.352s
cgato-nemo-12b-thespice-1853-v15-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 86.509s
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cgato-nemo-12b-thespice-1853-v15-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v15-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15
cgato-nemo-12b-thespice-1853-v15-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15/config.json
cgato-nemo-12b-thespice-1853-v15-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v15-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15/tokenizer.json
cgato-nemo-12b-thespice-1853-v15-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v15/flywheel_model.0.safetensors
Job cgato-nemo-12b-thespice-1853-v15-mkmlizer completed after 115.0s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v15-mkmlizer
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Creating inference service cgato-nemo-12b-thespice-1853-v15
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Failed to get response for submission zonemercy-virgo-edit-v1-1e5_v13: ('http://zonemercy-virgo-edit-v1-1e5-v13-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:40742->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service cgato-nemo-12b-thespice-1853-v15 ready after 210.70824313163757s
Pipeline stage MKMLDeployer completed in 211.71s
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Received healthy response to inference request in 2.7072644233703613s
Received healthy response to inference request in 1.8017668724060059s
Received healthy response to inference request in 1.813938856124878s
Received healthy response to inference request in 1.7068819999694824s
Received healthy response to inference request in 2.4645588397979736s
5 requests
0 failed requests
5th percentile: 1.7258589744567872
10th percentile: 1.7448359489440919
20th percentile: 1.7827898979187011
30th percentile: 1.8042012691497802
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50th percentile: 1.813938856124878
60th percentile: 2.074186849594116
70th percentile: 2.3344348430633546
80th percentile: 2.513099956512451
90th percentile: 2.610182189941406
95th percentile: 2.658723306655884
99th percentile: 2.6975562000274658
mean time: 2.0988821983337402
Pipeline stage StressChecker completed in 11.78s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2605.85s
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cgato-nemo-12b-thespice_1853_v15 status is now inactive due to auto deactivation removed underperforming models