cgato-nemo-12b-humaniz_74135

developer_uid: cgato

submission_id: cgato-nemo-12b-humaniz_74135_v28

model_name: cgato-nemo-12b-humaniz_74135_v28

model_group: cgato/Nemo-12b-Humanize-

status: torndown

timestamp: 2025-01-06T05:10:14+00:00

num_battles: 12620

num_wins: 6303

celo_rating: 1262.17

family_friendly_score: 0.5866

family_friendly_standard_error: 0.0069642004566209895

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': 0.6146975338661976, 'latency_mean': 1.6267199754714965, 'latency_p50': 1.620609164237976, 'latency_p90': 1.7998384475708007}, {'batch_size': 3, 'throughput': 1.1315596893801336, 'latency_mean': 2.643968209028244, 'latency_p50': 2.6543920040130615, 'latency_p90': 2.897169041633606}, {'batch_size': 5, 'throughput': 1.3733560641450349, 'latency_mean': 3.6318434882164, 'latency_p50': 3.600544810295105, 'latency_p90': 4.06654987335205}, {'batch_size': 6, 'throughput': 1.4396688389319583, 'latency_mean': 4.142225611209869, 'latency_p50': 4.095730423927307, 'latency_p90': 4.704353380203247}, {'batch_size': 8, 'throughput': 1.5008351610300876, 'latency_mean': 5.292743055820465, 'latency_p50': 5.320127964019775, 'latency_p90': 5.90942645072937}, {'batch_size': 10, 'throughput': 1.5545726398715698, 'latency_mean': 6.380872353315353, 'latency_p50': 6.384536266326904, 'latency_p90': 7.155147004127502}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-humaniz_74135_v28

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.39

us_pacific_date: 2025-01-05

win_ratio: 0.4994453248811411

generation_params: {'temperature': 0.9, '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-v28-mkmlizer
Waiting for job on cgato-nemo-12b-humaniz-74135-v28-mkmlizer to finish
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: Downloaded to shared memory in 45.021s
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqvxopazx, device:0
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: quantized model in 35.943s
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: Processed model cgato/Nemo-12b-Humanize-KTO-Experimental-Latest in 80.964s
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v28
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v28/config.json
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v28/special_tokens_map.json
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v28/tokenizer.json
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v28/flywheel_model.0.safetensors
cgato-nemo-12b-humaniz-74135-v28-mkmlizer: 
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Job cgato-nemo-12b-humaniz-74135-v28-mkmlizer completed after 104.39s with status: succeeded
Stopping job with name cgato-nemo-12b-humaniz-74135-v28-mkmlizer
Pipeline stage MKMLizer completed in 104.93s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service cgato-nemo-12b-humaniz-74135-v28
Waiting for inference service cgato-nemo-12b-humaniz-74135-v28 to be ready
Failed to get response for submission nischaydnk-mistralnemo-_74255_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-74255-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_74255_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-74255-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_74255_v2: HTTPConnectionPool(host='nischaydnk-mistralnemo-74255-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-40k-1248-_40308_v1: HTTPConnectionPool(host='rirv938-viral-40k-1248-40308-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service cgato-nemo-12b-humaniz-74135-v28 ready after 341.208126783371s
Pipeline stage MKMLDeployer completed in 341.81s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0649197101593018s
Received healthy response to inference request in 1.92922043800354s
Received healthy response to inference request in 1.8957748413085938s
Received healthy response to inference request in 1.6757802963256836s
Received healthy response to inference request in 1.7435944080352783s
5 requests
0 failed requests
5th percentile: 1.6893431186676025
10th percentile: 1.7029059410095215
20th percentile: 1.7300315856933595
30th percentile: 1.7740304946899415
40th percentile: 1.8349026679992675
50th percentile: 1.8957748413085938
60th percentile: 1.9091530799865724
70th percentile: 1.9225313186645507
80th percentile: 1.9563602924346923
90th percentile: 2.010640001296997
95th percentile: 2.0377798557281492
99th percentile: 2.059491739273071
mean time: 1.8618579387664795
Pipeline stage StressChecker completed in 10.83s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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cgato-nemo-12b-humaniz_74135_v28 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2864.48s
Shutdown handler de-registered
cgato-nemo-12b-humaniz_74135_v28 status is now inactive due to auto deactivation removed underperforming models
cgato-nemo-12b-humaniz_74135_v28 status is now torndown due to DeploymentManager action
cgato-nemo-12b-humaniz_74135_v28 status is now torndown due to DeploymentManager action
cgato-nemo-12b-humaniz_74135_v28 status is now torndown due to DeploymentManager action