chaiml-gemma2-28b-dpoex_38226

developer_uid: NischayDnk

submission_id: chaiml-gemma2-28b-dpoex_38226_v1

model_name: chaiml-gemma2-28b-dpoex_38226_v1

model_group: ChaiML/gemma2-28B-dpoexp

status: torndown

timestamp: 2025-03-31T23:13:30+00:00

num_battles: 7574

num_wins: 3182

celo_rating: 1226.64

family_friendly_score: 0.5868

family_friendly_standard_error: 0.006963702463488802

submission_type: basic

model_repo: ChaiML/gemma2-28B-dpoexp1-magnum

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': 0.27724438386083855, 'latency_mean': 3.606827601194382, 'latency_p50': 3.617236375808716, 'latency_p90': 4.001681661605835}, {'batch_size': 2, 'throughput': 0.4211685719621966, 'latency_mean': 4.7423592877388, 'latency_p50': 4.7387566566467285, 'latency_p90': 5.231268787384034}, {'batch_size': 3, 'throughput': 0.5294528699938819, 'latency_mean': 5.652586569786072, 'latency_p50': 5.6731116771698, 'latency_p90': 6.273233366012573}, {'batch_size': 5, 'throughput': 0.6766787169856255, 'latency_mean': 7.358562890291214, 'latency_p50': 7.340533971786499, 'latency_p90': 8.195493912696838}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-gemma2-28b-dpoex_38226_v1

is_internal_developer: False

language_model: ChaiML/gemma2-28B-dpoexp1-magnum

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-31

win_ratio: 0.4201214681806179

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': ['<|im_end|>', '\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 chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer
Waiting for job on chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer to finish
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║       /___/                                                         ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ║                                                                     ║
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: Downloaded to shared memory in 94.491s
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0tbyqp44, device:0
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: quantized model in 67.935s
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: Processed model ChaiML/gemma2-28B-dpoexp1-magnum in 162.426s
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/config.json
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/special_tokens_map.json
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/tokenizer_config.json
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/tokenizer.model
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/tokenizer.json
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/flywheel_model.2.safetensors
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/flywheel_model.1.safetensors
chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma2-28b-dpoex-38226-v1/flywheel_model.0.safetensors
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Job chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer completed after 196.88s with status: succeeded
Stopping job with name chaiml-gemma2-28b-dpoex-38226-v1-mkmlizer
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Inference service chaiml-gemma2-28b-dpoex-38226-v1 ready after 120.50604462623596s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.2453718185424805s
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