thedrummer-big-tiger-ge_31982

developer_uid: NischayDnk

submission_id: thedrummer-big-tiger-ge_31982_v1

model_name: thedrummer-big-tiger-ge_31982_v1

model_group: TheDrummer/Big-Tiger-Gem

status: torndown

timestamp: 2025-03-31T17:43:38+00:00

num_battles: 8243

num_wins: 3734

celo_rating: 1248.39

family_friendly_score: 0.611

family_friendly_standard_error: 0.006894621091836737

submission_type: basic

model_repo: TheDrummer/Big-Tiger-Gemma-27B-v1

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': 0.27585991379179725, 'latency_mean': 3.6249352073669434, 'latency_p50': 3.6661009788513184, 'latency_p90': 3.966284990310669}, {'batch_size': 2, 'throughput': 0.42105679819949127, 'latency_mean': 4.731668503284454, 'latency_p50': 4.697210669517517, 'latency_p90': 5.210680079460144}, {'batch_size': 3, 'throughput': 0.5254228127885102, 'latency_mean': 5.687596025466919, 'latency_p50': 5.731700778007507, 'latency_p90': 6.276903867721558}, {'batch_size': 5, 'throughput': 0.673149853932816, 'latency_mean': 7.401070801019668, 'latency_p50': 7.441107988357544, 'latency_p90': 8.257522130012513}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: thedrummer-big-tiger-ge_31982_v1

is_internal_developer: False

language_model: TheDrummer/Big-Tiger-Gemma-27B-v1

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-31

win_ratio: 0.45299041611063934

generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_end|>'], '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': 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 thedrummer-big-tiger-ge-31982-v1-mkmlizer
Waiting for job on thedrummer-big-tiger-ge-31982-v1-mkmlizer to finish
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║     _____            __           __                                ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║       /___/                                                         ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║                                                                     ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  https://mk1.ai                                                     ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║                                                                     ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  belonging to:                                                      ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║                                                                     ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  Chai Research Corp.                                                ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ║                                                                     ║
thedrummer-big-tiger-ge-31982-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
thedrummer-big-tiger-ge-31982-v1-mkmlizer: Downloaded to shared memory in 76.107s
thedrummer-big-tiger-ge-31982-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6ltkfjmh, device:0
thedrummer-big-tiger-ge-31982-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
thedrummer-big-tiger-ge-31982-v1-mkmlizer: quantized model in 67.024s
thedrummer-big-tiger-ge-31982-v1-mkmlizer: Processed model TheDrummer/Big-Tiger-Gemma-27B-v1 in 143.131s
thedrummer-big-tiger-ge-31982-v1-mkmlizer: creating bucket guanaco-mkml-models
thedrummer-big-tiger-ge-31982-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
thedrummer-big-tiger-ge-31982-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/config.json
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/special_tokens_map.json
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/tokenizer_config.json
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/tokenizer.json
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/flywheel_model.2.safetensors
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/flywheel_model.0.safetensors
thedrummer-big-tiger-ge-31982-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/thedrummer-big-tiger-ge-31982-v1/flywheel_model.1.safetensors
thedrummer-big-tiger-ge-31982-v1-mkmlizer: 
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Job thedrummer-big-tiger-ge-31982-v1-mkmlizer completed after 177.44s with status: succeeded
Stopping job with name thedrummer-big-tiger-ge-31982-v1-mkmlizer
Pipeline stage MKMLizer completed in 177.91s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service thedrummer-big-tiger-ge-31982-v1
Waiting for inference service thedrummer-big-tiger-ge-31982-v1 to be ready
Inference service thedrummer-big-tiger-ge-31982-v1 ready after 110.39760065078735s
Pipeline stage MKMLDeployer completed in 110.91s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.378740310668945s
Received healthy response to inference request in 3.521226406097412s
Received healthy response to inference request in 3.359529972076416s
Received healthy response to inference request in 3.271305799484253s
Received healthy response to inference request in 3.3791961669921875s
5 requests
0 failed requests
5th percentile: 3.2889506340026857
10th percentile: 3.306595468521118
20th percentile: 3.341885137557983
30th percentile: 3.36346321105957
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60th percentile: 3.436008262634277
70th percentile: 3.4928203582763673
80th percentile: 3.692729187011719
90th percentile: 4.035734748840332
95th percentile: 4.2072375297546385
99th percentile: 4.344439754486084
mean time: 3.581999731063843
Pipeline stage StressChecker completed in 19.43s
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Shutdown handler de-registered
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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 6135.13s
Shutdown handler de-registered
thedrummer-big-tiger-ge_31982_v1 status is now inactive due to auto deactivation removed underperforming models
thedrummer-big-tiger-ge_31982_v1 status is now torndown due to DeploymentManager action