cgato-nemo-12b-thespice-_1853

developer_uid: c.gato

submission_id: cgato-nemo-12b-thespice-_1853_v9

model_name: cgato-nemo-12b-thespice-_1853_v9

model_group: cgato/Nemo-12b-TheSpice-

status: inactive

timestamp: 2024-11-16T05:54:14+00:00

num_battles: 14914

num_wins: 7783

celo_rating: 1263.05

family_friendly_score: 0.5724

family_friendly_standard_error: 0.006996545433283485

submission_type: basic

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

model_architecture: MistralForCausalLM

model_num_parameters: 12772121600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6236831215860796, 'latency_mean': 1.6033120512962342, 'latency_p50': 1.6024041175842285, 'latency_p90': 1.7575863122940063}, {'batch_size': 3, 'throughput': 1.1420893991673755, 'latency_mean': 2.6211809086799622, 'latency_p50': 2.597493886947632, 'latency_p90': 2.9312958478927613}, {'batch_size': 5, 'throughput': 1.4015458120314466, 'latency_mean': 3.549907474517822, 'latency_p50': 3.553163766860962, 'latency_p90': 3.921793079376221}, {'batch_size': 6, 'throughput': 1.4564025877509283, 'latency_mean': 4.099917216300964, 'latency_p50': 4.076624393463135, 'latency_p90': 4.544930553436279}, {'batch_size': 8, 'throughput': 1.5302608391014936, 'latency_mean': 5.199199352264404, 'latency_p50': 5.225174188613892, 'latency_p90': 5.892185616493225}, {'batch_size': 10, 'throughput': 1.5670843187925374, 'latency_mean': 6.321583014726639, 'latency_p50': 6.332111358642578, 'latency_p90': 7.135512399673462}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-thespice-_1853_v9

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2024-11-15

win_ratio: 0.5218586562960976

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}

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}

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-v9-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v9-mkmlizer to finish
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cgato-nemo-12b-thespice-1853-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-thespice-1853-v9-mkmlizer: Downloaded to shared memory in 47.899s
cgato-nemo-12b-thespice-1853-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp194ovxq, device:0
cgato-nemo-12b-thespice-1853-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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cgato-nemo-12b-thespice-1853-v9-mkmlizer: quantized model in 35.793s
cgato-nemo-12b-thespice-1853-v9-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 83.692s
cgato-nemo-12b-thespice-1853-v9-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v9
cgato-nemo-12b-thespice-1853-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v9/config.json
cgato-nemo-12b-thespice-1853-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v9/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v9/tokenizer_config.json
cgato-nemo-12b-thespice-1853-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v9/flywheel_model.0.safetensors
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Job cgato-nemo-12b-thespice-1853-v9-mkmlizer completed after 104.39s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v9-mkmlizer
Pipeline stage MKMLizer completed in 105.08s
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Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-thespice-1853-v9
Waiting for inference service cgato-nemo-12b-thespice-1853-v9 to be ready
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Inference service cgato-nemo-12b-thespice-1853-v9 ready after 190.74314093589783s
Pipeline stage MKMLDeployer completed in 191.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0781800746917725s
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Received healthy response to inference request in 2.646613597869873s
Received healthy response to inference request in 2.1376774311065674s
Received healthy response to inference request in 1.8793768882751465s
5 requests
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5th percentile: 1.9091482162475586
10th percentile: 1.9389195442199707
20th percentile: 1.998462200164795
30th percentile: 2.03822283744812
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90th percentile: 2.443039131164551
95th percentile: 2.544826364517212
99th percentile: 2.6262561511993407
mean time: 2.154016304016113
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