developer_uid: NischayDnk
submission_id: chaiml-gemma3-27b-sft-e_37874_v8
model_name: chaiml-gemma3-27b-sft-e_37874_v8
model_group: ChaiML/gemma3-27b-sft-ex
status: torndown
timestamp: 2025-04-19T07:54:41+00:00
num_battles: 9648
num_wins: 3943
celo_rating: 1226.53
family_friendly_score: 0.6135999999999999
family_friendly_standard_error: 0.006886146091973361
submission_type: basic
model_repo: ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand
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': 0.25718904685916283, 'latency_mean': 3.8881241452693938, 'latency_p50': 3.83464777469635, 'latency_p90': 4.35006308555603}, {'batch_size': 2, 'throughput': 0.4213277344295319, 'latency_mean': 4.74394157409668, 'latency_p50': 4.774897933006287, 'latency_p90': 5.266093778610229}, {'batch_size': 3, 'throughput': 0.5837149696427381, 'latency_mean': 5.114275841712952, 'latency_p50': 5.100712418556213, 'latency_p90': 5.700955009460449}, {'batch_size': 5, 'throughput': 0.8472108303056747, 'latency_mean': 5.868242110013962, 'latency_p50': 5.885813593864441, 'latency_p90': 6.456150341033935}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-gemma3-27b-sft-e_37874_v8
is_internal_developer: False
language_model: ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand
model_size: 30B
ranking_group: single
us_pacific_date: 2025-04-19
win_ratio: 0.40868573797678276
generation_params: {'temperature': 0.4, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_start|>', '\n', '<|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-gemma3-27b-sft-e-37874-v8-mkmlizer
Waiting for job on chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer to finish
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chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║                                                                     ║
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chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: Downloaded to shared memory in 82.344s
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc66l61k_, device:0
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: quantized model in 64.489s
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: Processed model ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand in 146.834s
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/config.json
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/added_tokens.json
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/special_tokens_map.json
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/tokenizer_config.json
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/tokenizer.model
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/tokenizer.json
chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v8/flywheel_model.2.safetensors
Job chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer completed after 198.07s with status: succeeded
Stopping job with name chaiml-gemma3-27b-sft-e-37874-v8-mkmlizer
Pipeline stage MKMLizer completed in 198.54s
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Received healthy response to inference request in 3.622058391571045s
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5th percentile: 1.1677661418914795
10th percentile: 1.5058563709259034
20th percentile: 2.182036828994751
30th percentile: 2.6857317447662354
40th percentile: 3.0169411182403567
50th percentile: 3.3481504917144775
60th percentile: 3.4577136516571043
70th percentile: 3.5672768115997315
80th percentile: 3.6859000205993655
90th percentile: 3.8135832786560058
95th percentile: 3.877424907684326
99th percentile: 3.9284982109069824
mean time: 2.85225567817688
Pipeline stage StressChecker completed in 15.56s
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