chaiml-sft-gemma2it-28b_47770

developer_uid: NischayDnk

submission_id: chaiml-sft-gemma2it-28b_47770_v2

model_name: chaiml-sft-gemma2it-28b_47770_v2

model_group: ChaiML/sft-gemma2it-28b-

status: torndown

timestamp: 2025-04-01T02:15:52+00:00

num_battles: 11570

num_wins: 5712

celo_rating: 1277.59

family_friendly_score: 0.5876

family_friendly_standard_error: 0.006961698643291018

submission_type: basic

model_repo: ChaiML/sft-gemma2it-28b-v2-exp1

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': 0.2753655001488655, 'latency_mean': 3.6314758896827697, 'latency_p50': 3.652666687965393, 'latency_p90': 4.002568984031678}, {'batch_size': 2, 'throughput': 0.4224548608071433, 'latency_mean': 4.723279297351837, 'latency_p50': 4.742195248603821, 'latency_p90': 5.200212931632995}, {'batch_size': 3, 'throughput': 0.5365241944419671, 'latency_mean': 5.577784507274628, 'latency_p50': 5.5648510456085205, 'latency_p90': 6.254624509811402}, {'batch_size': 5, 'throughput': 0.6815668929240558, 'latency_mean': 7.289387689828873, 'latency_p50': 7.309743165969849, 'latency_p90': 8.110523104667664}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-sft-gemma2it-28b_47770_v2

is_internal_developer: False

language_model: ChaiML/sft-gemma2it-28b-v2-exp1

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-31

win_ratio: 0.4936905790838375

generation_params: {'temperature': 0.75, 'top_p': 0.925, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, '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': '', '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-sft-gemma2it-28b-47770-v2-mkmlizer
Waiting for job on chaiml-sft-gemma2it-28b-47770-v2-mkmlizer to finish
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║       /___/                                                         ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: Downloaded to shared memory in 78.445s
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8d4o076u, device:0
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: quantized model in 69.430s
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: Processed model ChaiML/sft-gemma2it-28b-v2-exp1 in 147.876s
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/config.json
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/special_tokens_map.json
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/tokenizer_config.json
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/tokenizer.model
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/tokenizer.json
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/flywheel_model.2.safetensors
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/flywheel_model.0.safetensors
chaiml-sft-gemma2it-28b-47770-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v2/flywheel_model.1.safetensors
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Job chaiml-sft-gemma2it-28b-47770-v2-mkmlizer completed after 179.0s with status: succeeded
Stopping job with name chaiml-sft-gemma2it-28b-47770-v2-mkmlizer
Pipeline stage MKMLizer completed in 180.30s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Creating inference service chaiml-sft-gemma2it-28b-47770-v2
Waiting for inference service chaiml-sft-gemma2it-28b-47770-v2 to be ready
Inference service chaiml-sft-gemma2it-28b-47770-v2 ready after 120.46220970153809s
Pipeline stage MKMLDeployer completed in 120.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.9671976566314697s
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Received healthy response to inference request in 3.1846811771392822s
Received healthy response to inference request in 3.2850711345672607s
Received healthy response to inference request in 3.1767213344573975s
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99th percentile: 3.9399125957489014
mean time: 3.360483932495117
Pipeline stage StressChecker completed in 18.18s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 6147.81s
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