developer_uid: NischayDnk
submission_id: chaiml-gemma3-text-27b-it_v2
model_name: chaiml-gemma3-text-27b-it_v2
model_group: ChaiML/gemma3-text-27b-i
status: torndown
timestamp: 2025-04-18T20:57:40+00:00
num_battles: 7943
num_wins: 2827
celo_rating: 1181.56
family_friendly_score: 0.6888000000000001
family_friendly_standard_error: 0.006547588258282587
submission_type: basic
model_repo: ChaiML/gemma3-text-27b-it
model_architecture: Gemma3ForCausalLM
model_num_parameters: 29698212096.0
best_of: 1
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.25965661788723804, 'latency_mean': 3.851173989772797, 'latency_p50': 3.8675906658172607, 'latency_p90': 4.273058795928955}, {'batch_size': 2, 'throughput': 0.4299287526077898, 'latency_mean': 4.634026961326599, 'latency_p50': 4.604529619216919, 'latency_p90': 5.166034293174744}, {'batch_size': 3, 'throughput': 0.5886283346692934, 'latency_mean': 5.089772505760193, 'latency_p50': 5.089974522590637, 'latency_p90': 5.584438157081604}, {'batch_size': 5, 'throughput': 0.8575658294902667, 'latency_mean': 5.79615380525589, 'latency_p50': 5.676481008529663, 'latency_p90': 6.429453897476196}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-gemma3-text-27b-it_v2
is_internal_developer: False
language_model: ChaiML/gemma3-text-27b-it
model_size: 30B
ranking_group: single
us_pacific_date: 2025-04-18
win_ratio: 0.35591086491250157
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 1, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-gemma3-text-27b-it-v2-mkmlizer
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chaiml-gemma3-text-27b-it-v2-mkmlizer: ║                                                                     ║
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chaiml-gemma3-text-27b-it-v2-mkmlizer: ║                                                                     ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║                                                                     ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║                                                                     ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ║                                                                     ║
chaiml-gemma3-text-27b-it-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-text-27b-it-v2-mkmlizer: Downloaded to shared memory in 139.186s
chaiml-gemma3-text-27b-it-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0zknebkk, device:0
chaiml-gemma3-text-27b-it-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3-text-27b-it-v2-mkmlizer: quantized model in 70.568s
chaiml-gemma3-text-27b-it-v2-mkmlizer: Processed model ChaiML/gemma3-text-27b-it in 209.755s
chaiml-gemma3-text-27b-it-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-text-27b-it-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3-text-27b-it-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/config.json
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/added_tokens.json
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/special_tokens_map.json
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/tokenizer_config.json
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/tokenizer.model
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/tokenizer.json
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/flywheel_model.2.safetensors
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/flywheel_model.1.safetensors
chaiml-gemma3-text-27b-it-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3-text-27b-it-v2/flywheel_model.0.safetensors
Job chaiml-gemma3-text-27b-it-v2-mkmlizer completed after 249.25s with status: succeeded
Stopping job with name chaiml-gemma3-text-27b-it-v2-mkmlizer
Pipeline stage MKMLizer completed in 249.76s
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5th percentile: 2.5920042037963866
10th percentile: 2.6456418514251707
20th percentile: 2.7529171466827393
30th percentile: 2.9404484272003173
40th percentile: 3.2082356929779055
50th percentile: 3.476022958755493
60th percentile: 3.4785658359527587
70th percentile: 3.4811087131500242
80th percentile: 3.6018050193786624
90th percentile: 3.840654754638672
95th percentile: 3.9600796222686765
99th percentile: 4.055619516372681
mean time: 3.2765657901763916
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