cgato-nemo-12b-humaniz_74135

developer_uid: cgato

submission_id: cgato-nemo-12b-humaniz_74135_v21

model_name: cgato-nemo-12b-humaniz_74135_v21

model_group: cgato/Nemo-12b-Humanize-

status: torndown

timestamp: 2024-12-29T03:52:45+00:00

num_battles: 18825

num_wins: 9097

celo_rating: 1252.55

family_friendly_score: 0.5873999999999999

family_friendly_standard_error: 0.006962201376001702

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': 0.6153559211703277, 'latency_mean': 1.6250185894966125, 'latency_p50': 1.623982310295105, 'latency_p90': 1.8016573667526246}, {'batch_size': 3, 'throughput': 1.1332220982913055, 'latency_mean': 2.638378176689148, 'latency_p50': 2.6328206062316895, 'latency_p90': 2.8878427743911743}, {'batch_size': 5, 'throughput': 1.376774233094926, 'latency_mean': 3.6214095938205717, 'latency_p50': 3.609981656074524, 'latency_p90': 4.048387575149536}, {'batch_size': 6, 'throughput': 1.4543729145042463, 'latency_mean': 4.106237986087799, 'latency_p50': 4.127283930778503, 'latency_p90': 4.582111287117004}, {'batch_size': 8, 'throughput': 1.4963755240326222, 'latency_mean': 5.317841881513596, 'latency_p50': 5.356851816177368, 'latency_p90': 6.009267830848694}, {'batch_size': 10, 'throughput': 1.5417428330231413, 'latency_mean': 6.434390995502472, 'latency_p50': 6.446975827217102, 'latency_p90': 7.214742064476013}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-humaniz_74135_v21

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.4

us_pacific_date: 2024-12-28

win_ratio: 0.48324037184594953

generation_params: {'temperature': 0.7, 'top_p': 0.9, '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-humaniz-74135-v21-mkmlizer
Waiting for job on cgato-nemo-12b-humaniz-74135-v21-mkmlizer to finish
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: Downloaded to shared memory in 45.626s
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp07ifa4rs, device:0
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: quantized model in 35.871s
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: Processed model cgato/Nemo-12b-Humanize-KTO-Experimental-Latest in 81.497s
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v21
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v21/config.json
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v21/special_tokens_map.json
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v21/tokenizer_config.json
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v21/flywheel_model.0.safetensors
cgato-nemo-12b-humaniz-74135-v21-mkmlizer: 
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Job cgato-nemo-12b-humaniz-74135-v21-mkmlizer completed after 104.61s with status: succeeded
Stopping job with name cgato-nemo-12b-humaniz-74135-v21-mkmlizer
Pipeline stage MKMLizer completed in 105.07s
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Creating inference service cgato-nemo-12b-humaniz-74135-v21
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Inference service cgato-nemo-12b-humaniz-74135-v21 ready after 311.38924527168274s
Pipeline stage MKMLDeployer completed in 312.14s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1247854232788086s
Received healthy response to inference request in 1.6262462139129639s
Received healthy response to inference request in 2.0369293689727783s
Received healthy response to inference request in 1.6324083805084229s
Received healthy response to inference request in 1.4483962059020996s
5 requests
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5th percentile: 1.4839662075042725
10th percentile: 1.5195362091064453
20th percentile: 1.590676212310791
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90th percentile: 2.0896430015563965
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mean time: 1.7737531185150146
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2727.52s
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cgato-nemo-12b-humaniz_74135_v21 status is now inactive due to auto deactivation removed underperforming models
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cgato-nemo-12b-humaniz_74135_v21 status is now torndown due to DeploymentManager action
cgato-nemo-12b-humaniz_74135_v21 status is now torndown due to DeploymentManager action