chaiml-nis-gemma27b-pro_55030

developer_uid: NischayDnk

submission_id: chaiml-nis-gemma27b-pro_55030_v1

model_name: chaiml-nis-gemma27b-pro_55030_v1

model_group: ChaiML/nis-gemma27B-proj

status: torndown

timestamp: 2025-03-30T06:03:09+00:00

num_battles: 6470

num_wins: 2895

celo_rating: 1246.17

family_friendly_score: 0.575

family_friendly_standard_error: 0.006991065727054781

submission_type: basic

model_repo: ChaiML/nis-gemma27B-proj1-exp1-del1ktop-chatml

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.27457668038417976, 'latency_mean': 3.641903728246689, 'latency_p50': 3.6534088850021362, 'latency_p90': 4.004078674316406}, {'batch_size': 2, 'throughput': 0.41701860065484964, 'latency_mean': 4.787343615293503, 'latency_p50': 4.814706921577454, 'latency_p90': 5.262381744384766}, {'batch_size': 3, 'throughput': 0.5337582069890974, 'latency_mean': 5.60774269938469, 'latency_p50': 5.587841749191284, 'latency_p90': 6.173683977127075}, {'batch_size': 5, 'throughput': 0.6775099437448246, 'latency_mean': 7.336488440036773, 'latency_p50': 7.361401319503784, 'latency_p90': 8.26163809299469}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-gemma27b-pro_55030_v1

is_internal_developer: False

language_model: ChaiML/nis-gemma27B-proj1-exp1-del1ktop-chatml

model_size: 29B

ranking_group: single

throughput_3p7s: 0.28

us_pacific_date: 2025-03-29

win_ratio: 0.4474497681607419

generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, '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{message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}

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 chaiml-nis-gemma27b-pro-55030-v1-mkmlizer
Failed to get response for submission chaiml-trainer-bajem-20_11618_v4: HTTPConnectionPool(host='chaiml-trainer-bajem-20-11618-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Waiting for job on chaiml-nis-gemma27b-pro-55030-v1-mkmlizer to finish
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ║                                                                     ║
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: Downloaded to shared memory in 92.124s
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzihhgz7b, device:0
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: quantized model in 69.368s
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: Processed model ChaiML/nis-gemma27B-proj1-exp1-del1ktop-chatml in 161.493s
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/config.json
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/special_tokens_map.json
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/tokenizer_config.json
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/tokenizer.model
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/tokenizer.json
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/flywheel_model.2.safetensors
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/flywheel_model.0.safetensors
chaiml-nis-gemma27b-pro-55030-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-gemma27b-pro-55030-v1/flywheel_model.1.safetensors
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Job chaiml-nis-gemma27b-pro-55030-v1-mkmlizer completed after 216.93s with status: succeeded
Stopping job with name chaiml-nis-gemma27b-pro-55030-v1-mkmlizer
Pipeline stage MKMLizer completed in 217.39s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-gemma27b-pro-55030-v1
Waiting for inference service chaiml-nis-gemma27b-pro-55030-v1 to be ready
Inference service chaiml-nis-gemma27b-pro-55030-v1 ready after 120.43683505058289s
Pipeline stage MKMLDeployer completed in 120.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.136080503463745s
Received healthy response to inference request in 3.053800582885742s
Received healthy response to inference request in 1.7445311546325684s
Received healthy response to inference request in 2.9876253604888916s
Received healthy response to inference request in 3.1389644145965576s
5 requests
0 failed requests
5th percentile: 1.993149995803833
10th percentile: 2.2417688369750977
20th percentile: 2.739006519317627
30th percentile: 3.000860404968262
40th percentile: 3.027330493927002
50th percentile: 3.053800582885742
60th percentile: 3.087866115570068
70th percentile: 3.1219316482543946
80th percentile: 3.3383876323699955
90th percentile: 3.7372340679168703
95th percentile: 3.9366572856903073
99th percentile: 4.0961958599090575
mean time: 3.012200403213501
Pipeline stage StressChecker completed in 16.41s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-nis-gemma27b-pro_55030_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 6164.09s
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chaiml-nis-gemma27b-pro_55030_v1 status is now inactive due to auto deactivation removed underperforming models
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