cgato-nemo-12b-humaniz_74135

developer_uid: cgato

submission_id: cgato-nemo-12b-humaniz_74135_v36

model_name: cgato-nemo-12b-humaniz_74135_v36

model_group: cgato/Nemo-12b-Humanize-

status: torndown

timestamp: 2025-01-09T01:48:04+00:00

num_battles: 6910

num_wins: 3502

celo_rating: 1263.8

family_friendly_score: 0.581

family_friendly_standard_error: 0.006977664365674233

submission_type: basic

model_repo: cgato/Nemo-12b-Humanize-KTO-Experimental-Latest

model_architecture: MistralForCausalLM

model_num_parameters: 12772111360.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6152854957221074, 'latency_mean': 1.6251647520065307, 'latency_p50': 1.6277529001235962, 'latency_p90': 1.7938405513763427}, {'batch_size': 3, 'throughput': 1.1180755034123955, 'latency_mean': 2.6761040818691253, 'latency_p50': 2.687987446784973, 'latency_p90': 2.95878369808197}, {'batch_size': 5, 'throughput': 1.3679517274192432, 'latency_mean': 3.6452311384677887, 'latency_p50': 3.6592530012130737, 'latency_p90': 4.115384316444397}, {'batch_size': 6, 'throughput': 1.4436449758467287, 'latency_mean': 4.138073452711105, 'latency_p50': 4.131656885147095, 'latency_p90': 4.592651796340943}, {'batch_size': 8, 'throughput': 1.4988014031251997, 'latency_mean': 5.303963551521301, 'latency_p50': 5.33258056640625, 'latency_p90': 5.9598010063171385}, {'batch_size': 10, 'throughput': 1.5329049681271798, 'latency_mean': 6.466333698034287, 'latency_p50': 6.496048450469971, 'latency_p90': 7.283290100097656}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-humaniz_74135_v36

is_internal_developer: False

language_model: cgato/Nemo-12b-Humanize-KTO-Experimental-Latest

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2025-01-08

win_ratio: 0.5068017366136035

generation_params: {'temperature': 0.85, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.01, 'frequency_penalty': 0.01, '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-humaniz-74135-v36-mkmlizer
Waiting for job on cgato-nemo-12b-humaniz-74135-v36-mkmlizer to finish
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: Downloaded to shared memory in 32.427s
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpw5xbtna9, device:0
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: quantized model in 35.701s
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: Processed model cgato/Nemo-12b-Humanize-KTO-Experimental-Latest in 68.128s
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36/config.json
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36/special_tokens_map.json
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36/tokenizer_config.json
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36/tokenizer.json
cgato-nemo-12b-humaniz-74135-v36-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v36/flywheel_model.0.safetensors
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Job cgato-nemo-12b-humaniz-74135-v36-mkmlizer completed after 93.84s with status: succeeded
Stopping job with name cgato-nemo-12b-humaniz-74135-v36-mkmlizer
Pipeline stage MKMLizer completed in 94.33s
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Creating inference service cgato-nemo-12b-humaniz-74135-v36
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Inference service cgato-nemo-12b-humaniz-74135-v36 ready after 371.9101321697235s
Pipeline stage MKMLDeployer completed in 372.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.282689094543457s
Received healthy response to inference request in 1.6658809185028076s
Received healthy response to inference request in 1.4499421119689941s
Received healthy response to inference request in 1.5951974391937256s
Received healthy response to inference request in 1.4327163696289062s
5 requests
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mean time: 1.6852851867675782
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2677.25s
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cgato-nemo-12b-humaniz_74135_v36 status is now inactive due to auto deactivation removed underperforming models
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