chaiml-gemma2-sfts1-nis_64631

developer_uid: NischayDnk

submission_id: chaiml-gemma2-sfts1-nis_64631_v1

model_name: chaiml-gemma2-sfts1-nis_64631_v1

model_group: ChaiML/gemma2-sfts1-niss

status: torndown

timestamp: 2025-05-18T07:09:04+00:00

num_battles: 10820

num_wins: 5418

celo_rating: 1285.37

family_friendly_score: 0.5682

family_friendly_standard_error: 0.0070049805138915275

submission_type: basic

model_repo: ChaiML/gemma2-sfts1-nissfttpp3klex

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3889214938618431, 'latency_mean': 2.571157740354538, 'latency_p50': 2.5595197677612305, 'latency_p90': 2.8693557500839235}, {'batch_size': 3, 'throughput': 0.8487414765208895, 'latency_mean': 3.5165863716602326, 'latency_p50': 3.5267720222473145, 'latency_p90': 3.8889314413070677}, {'batch_size': 5, 'throughput': 1.169985438698081, 'latency_mean': 4.2460511207580565, 'latency_p50': 4.224925518035889, 'latency_p90': 4.6955475330352785}, {'batch_size': 6, 'throughput': 1.296347540655847, 'latency_mean': 4.600648602247238, 'latency_p50': 4.5873459577560425, 'latency_p90': 5.155825424194336}, {'batch_size': 8, 'throughput': 1.4901995817425937, 'latency_mean': 5.327673317193985, 'latency_p50': 5.328091263771057, 'latency_p90': 5.877110147476197}, {'batch_size': 10, 'throughput': 1.6161092481874306, 'latency_mean': 6.112651069164276, 'latency_p50': 6.149097442626953, 'latency_p90': 6.817729067802429}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gemma2-sfts1-nis_64631_v1

is_internal_developer: False

language_model: ChaiML/gemma2-sfts1-nissfttpp3klex

model_size: 29B

ranking_group: single

throughput_3p7s: 0.95

us_pacific_date: 2025-05-18

win_ratio: 0.5007393715341959

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{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-gemma2-sfts1-nis-64631-v1-mkmlizer
Waiting for job on chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer to finish
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║       /___/                                                         ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: quantized model in 66.743s
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: Processed model ChaiML/gemma2-sfts1-nissfttpp3klex in 149.637s
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/config.json
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/special_tokens_map.json
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/tokenizer_config.json
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/tokenizer.model
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/tokenizer.json
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/flywheel_model.2.safetensors
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/flywheel_model.0.safetensors
chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma2-sfts1-nis-64631-v1/flywheel_model.1.safetensors
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Job chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer completed after 187.05s with status: succeeded
Stopping job with name chaiml-gemma2-sfts1-nis-64631-v1-mkmlizer
Pipeline stage MKMLizer completed in 187.58s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma2-sfts1-nis-64631-v1
Waiting for inference service chaiml-gemma2-sfts1-nis-64631-v1 to be ready
Inference service chaiml-gemma2-sfts1-nis-64631-v1 ready after 150.7338559627533s
Pipeline stage MKMLDeployer completed in 151.15s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.1489574909210205s
Received healthy response to inference request in 2.6117262840270996s
Received healthy response to inference request in 2.6625781059265137s
Received healthy response to inference request in 2.756004571914673s
Received healthy response to inference request in 2.4868345260620117s
5 requests
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5th percentile: 2.5118128776550295
10th percentile: 2.536791229248047
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30th percentile: 2.6218966484069823
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50th percentile: 2.6625781059265137
60th percentile: 2.6999486923217773
70th percentile: 2.737319278717041
80th percentile: 2.8345951557159426
90th percentile: 2.9917763233184815
95th percentile: 3.070366907119751
99th percentile: 3.1332393741607665
mean time: 2.7332201957702638
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