chaiml-gemma3-27b-sft-e_37874

developer_uid: NischayDnk
submission_id: chaiml-gemma3-27b-sft-e_37874_v3
model_name: chaiml-gemma3-27b-sft-e_37874_v3
model_group: ChaiML/gemma3-27b-sft-ex
status: torndown
timestamp: 2025-04-19T02:55:22+00:00
num_battles: 7272
num_wins: 3235
celo_rating: 1248.65
family_friendly_score: 0.5720000000000001
family_friendly_standard_error: 0.00699737093485832
submission_type: basic
model_repo: ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand
model_architecture: Gemma3ForCausalLM
model_num_parameters: 29698212096.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.24741855618076825, 'latency_mean': 4.04162992477417, 'latency_p50': 4.032042741775513, 'latency_p90': 4.522744584083557}, {'batch_size': 2, 'throughput': 0.39317709617071056, 'latency_mean': 5.0833186948299405, 'latency_p50': 5.0934284925460815, 'latency_p90': 5.615855360031128}, {'batch_size': 5, 'throughput': 0.6820068888288668, 'latency_mean': 7.281786158084869, 'latency_p50': 7.25553572177887, 'latency_p90': 8.139779043197631}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-gemma3-27b-sft-e_37874_v3
is_internal_developer: False
language_model: ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand
model_size: 30B
ranking_group: single
us_pacific_date: 2025-04-18
win_ratio: 0.44485698569856985
generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.04, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', '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-gemma3-27b-sft-e-37874-v3-mkmlizer
Waiting for job on chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer to finish
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║                                                                     ║
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chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Version: 0.28.3                                                    ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ║                                                                     ║
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: Downloaded to shared memory in 70.978s
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1tsab8v6, device:0
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: quantized model in 65.548s
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: Processed model ChaiML/gemma3-27b-sft-exp1-s1-ffsys4krand in 136.527s
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/added_tokens.json
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/config.json
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/special_tokens_map.json
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/tokenizer_config.json
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/tokenizer.model
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/tokenizer.json
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/flywheel_model.2.safetensors
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/flywheel_model.0.safetensors
chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gemma3-27b-sft-e-37874-v3/flywheel_model.1.safetensors
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Job chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer completed after 166.52s with status: succeeded
Stopping job with name chaiml-gemma3-27b-sft-e-37874-v3-mkmlizer
Pipeline stage MKMLizer completed in 166.98s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gemma3-27b-sft-e-37874-v3
Waiting for inference service chaiml-gemma3-27b-sft-e-37874-v3 to be ready
Inference service chaiml-gemma3-27b-sft-e-37874-v3 ready after 130.47253131866455s
Pipeline stage MKMLDeployer completed in 131.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.295948505401611s
Received healthy response to inference request in 3.6407673358917236s
Received healthy response to inference request in 3.841183662414551s
Received healthy response to inference request in 3.573748826980591s
Received healthy response to inference request in 3.716115713119507s
5 requests
0 failed requests
5th percentile: 3.587152528762817
10th percentile: 3.600556230545044
20th percentile: 3.6273636341094972
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50th percentile: 3.716115713119507
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80th percentile: 3.932136631011963
90th percentile: 4.114042568206787
95th percentile: 4.2049955368042
99th percentile: 4.277757911682129
mean time: 3.813552808761597
%s, retrying in %s seconds...
Received healthy response to inference request in 3.756990671157837s
Received healthy response to inference request in 3.687208890914917s
Received healthy response to inference request in 3.6251070499420166s
Received healthy response to inference request in 3.5882914066314697s
Received healthy response to inference request in 3.6533756256103516s
5 requests
0 failed requests
5th percentile: 3.595654535293579
10th percentile: 3.6030176639556886
20th percentile: 3.6177439212799074
30th percentile: 3.6307607650756837
40th percentile: 3.6420681953430174
50th percentile: 3.6533756256103516
60th percentile: 3.666908931732178
70th percentile: 3.680442237854004
80th percentile: 3.701165246963501
90th percentile: 3.729077959060669
95th percentile: 3.743034315109253
99th percentile: 3.7541993999481202
mean time: 3.6621947288513184
Pipeline stage StressChecker completed in 39.68s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-gemma3-27b-sft-e_37874_v3 status is now deployed due to DeploymentManager action
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run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4909.10s
Shutdown handler de-registered
chaiml-gemma3-27b-sft-e_37874_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-gemma3-27b-sft-e_37874_v3 status is now torndown due to DeploymentManager action