rica40325-gemma27-dis1

developer_uid: rica40325

submission_id: rica40325-gemma27-dis1_v3

model_name: rica40325-gemma27-dis1_v1

model_group: rica40325/gemma27_dis1

status: torndown

timestamp: 2025-05-07T02:20:38+00:00

num_battles: 12082

num_wins: 5181

celo_rating: 1235.65

family_friendly_score: 0.7632

family_friendly_standard_error: 0.006012083831750852

submission_type: basic

model_repo: rica40325/gemma27_dis1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.45492633258280574, 'latency_mean': 2.1980894911289215, 'latency_p50': 2.2164316177368164, 'latency_p90': 2.3685891389846803}, {'batch_size': 2, 'throughput': 0.6324534215191577, 'latency_mean': 3.147300260066986, 'latency_p50': 3.1665985584259033, 'latency_p90': 3.4788261890411376}, {'batch_size': 3, 'throughput': 0.7092980378704706, 'latency_mean': 4.209057085514068, 'latency_p50': 4.2054959535598755, 'latency_p90': 4.765583634376526}, {'batch_size': 4, 'throughput': 0.7482736106776864, 'latency_mean': 5.340310156345367, 'latency_p50': 5.371659159660339, 'latency_p90': 5.995080423355103}, {'batch_size': 5, 'throughput': 0.7672641118109547, 'latency_mean': 6.479951502084732, 'latency_p50': 6.557044267654419, 'latency_p90': 7.2496692657470705}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-gemma27-dis1_v1

is_internal_developer: False

language_model: rica40325/gemma27_dis1

model_size: 13B

ranking_group: single

throughput_3p7s: 0.68

us_pacific_date: 2025-05-06

win_ratio: 0.42881973183247807

generation_params: {'temperature': 1.0, 'top_p': 1.0, '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': 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 rica40325-gemma27-dis1-v3-mkmlizer
Waiting for job on rica40325-gemma27-dis1-v3-mkmlizer to finish
rica40325-gemma27-dis1-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-gemma27-dis1-v3-mkmlizer: ║     _____            __           __                                ║
rica40325-gemma27-dis1-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-gemma27-dis1-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-gemma27-dis1-v3-mkmlizer: ║       /___/                                                         ║
rica40325-gemma27-dis1-v3-mkmlizer: ║                                                                     ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-gemma27-dis1-v3-mkmlizer: ║                                                                     ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  belonging to:                                                      ║
rica40325-gemma27-dis1-v3-mkmlizer: ║                                                                     ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-gemma27-dis1-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
rica40325-gemma27-dis1-v3-mkmlizer: ║                                                                     ║
rica40325-gemma27-dis1-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rica40325-gemma27-dis1-v3-mkmlizer: Downloaded to shared memory in 32.956s
rica40325-gemma27-dis1-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpuk5giqst, device:0
rica40325-gemma27-dis1-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-gemma27-dis1-v3-mkmlizer: quantized model in 36.571s
rica40325-gemma27-dis1-v3-mkmlizer: Processed model rica40325/gemma27_dis1 in 69.528s
rica40325-gemma27-dis1-v3-mkmlizer: creating bucket guanaco-mkml-models
rica40325-gemma27-dis1-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-gemma27-dis1-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3
rica40325-gemma27-dis1-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3/config.json
rica40325-gemma27-dis1-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3/special_tokens_map.json
rica40325-gemma27-dis1-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3/tokenizer_config.json
rica40325-gemma27-dis1-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3/tokenizer.json
rica40325-gemma27-dis1-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-gemma27-dis1-v3/flywheel_model.0.safetensors
rica40325-gemma27-dis1-v3-mkmlizer: 
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Job rica40325-gemma27-dis1-v3-mkmlizer completed after 94.38s with status: succeeded
Stopping job with name rica40325-gemma27-dis1-v3-mkmlizer
Pipeline stage MKMLizer completed in 94.86s
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Creating inference service rica40325-gemma27-dis1-v3
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Inference service rica40325-gemma27-dis1-v3 ready after 140.8288025856018s
Pipeline stage MKMLDeployer completed in 141.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2016453742980957s
Received healthy response to inference request in 2.2641406059265137s
Received healthy response to inference request in 1.8782217502593994s
Received healthy response to inference request in 1.59871244430542s
Received healthy response to inference request in 1.897409200668335s
5 requests
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5th percentile: 1.654614305496216
10th percentile: 1.7105161666870117
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50th percentile: 1.897409200668335
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90th percentile: 2.2391425132751466
95th percentile: 2.25164155960083
99th percentile: 2.2616407966613767
mean time: 1.9680258750915527
Pipeline stage StressChecker completed in 11.23s
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