developer_uid: zonemercy
submission_id: chaiml-ir-v1-1-sft-lr2e_70474_v5
model_name: chaiml-ir-v1-1-sft-lr2e_70474_v5
model_group: ChaiML/ir-v1-1-sft-lr2e6
status: torndown
timestamp: 2025-10-24T04:31:31+00:00
num_battles: 6206
num_wins: 3213
celo_rating: 1270.58
family_friendly_score: 0.4556
family_friendly_standard_error: 0.0070431333935969155
submission_type: basic
model_repo: ChaiML/ir-v1-1-sft-lr2e6fullpyg
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46648412751511137, 'latency_mean': 2.143578085899353, 'latency_p50': 2.1378085613250732, 'latency_p90': 2.3435272693634035}, {'batch_size': 2, 'throughput': 0.6855964914100544, 'latency_mean': 2.9090214622020723, 'latency_p50': 2.904339551925659, 'latency_p90': 3.148947286605835}, {'batch_size': 3, 'throughput': 0.8285364471024064, 'latency_mean': 3.619056042432785, 'latency_p50': 3.5959346294403076, 'latency_p90': 4.048087954521179}, {'batch_size': 4, 'throughput': 0.9272034636988347, 'latency_mean': 4.296528551578522, 'latency_p50': 4.289876103401184, 'latency_p90': 4.854399943351745}, {'batch_size': 5, 'throughput': 0.9910511601171602, 'latency_mean': 5.034605678319931, 'latency_p50': 5.043509840965271, 'latency_p90': 5.770654630661011}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-1-sft-lr2e_70474_v5
is_internal_developer: True
language_model: ChaiML/ir-v1-1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-23
win_ratio: 0.5177247824685788
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
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-ir-v1-1-sft-lr2e-70474-v5-mkmlizer
Waiting for job on chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer to finish
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: Downloaded to shared memory in 54.271s
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: Checking if ChaiML/ir-v1-1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2ezxtig4, device:0
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: quantized model in 283.706s
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: Processed model ChaiML/ir-v1-1-sft-lr2e6fullpyg in 337.978s
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/config.json
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/special_tokens_map.json
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/tokenizer_config.json
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/tokenizer.json
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-1-sft-lr2e-70474-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer completed after 456.55s with status: succeeded
Stopping job with name chaiml-ir-v1-1-sft-lr2e-70474-v5-mkmlizer
Pipeline stage MKMLizer completed in 457.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v1-1-sft-lr2e-70474-v5
Waiting for inference service chaiml-ir-v1-1-sft-lr2e-70474-v5 to be ready
Inference service chaiml-ir-v1-1-sft-lr2e-70474-v5 ready after 80.4178695678711s
Pipeline stage MKMLDeployer completed in 80.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.407454490661621s
Received healthy response to inference request in 1.741347312927246s
Received healthy response to inference request in 1.943842887878418s
Received healthy response to inference request in 2.1044600009918213s
Received healthy response to inference request in 1.8059508800506592s
5 requests
0 failed requests
5th percentile: 1.7542680263519288
10th percentile: 1.7671887397766113
20th percentile: 1.7930301666259765
30th percentile: 1.833529281616211
40th percentile: 1.8886860847473144
50th percentile: 1.943842887878418
60th percentile: 2.0080897331237795
70th percentile: 2.0723365783691405
80th percentile: 2.1650588989257815
90th percentile: 2.286256694793701
95th percentile: 2.346855592727661
99th percentile: 2.395334711074829
mean time: 2.000611114501953
Pipeline stage StressChecker completed in 11.79s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.68s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.65s
Shutdown handler de-registered
chaiml-ir-v1-1-sft-lr2e_70474_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2928.24s
Shutdown handler de-registered
chaiml-ir-v1-1-sft-lr2e_70474_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-1-sft-lr2e_70474_v5 status is now torndown due to DeploymentManager action