chaiml-ir-v1-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v1-sft-lr2e6fullpyg_v5
model_name: chaiml-ir-v1-sft-lr2e6fullpyg_v5
model_group: ChaiML/ir-v1-sft-lr2e6fu
status: torndown
timestamp: 2025-10-24T04:31:11+00:00
num_battles: 6374
num_wins: 3263
celo_rating: 1270.95
family_friendly_score: 0.46540000000000004
family_friendly_standard_error: 0.007054117095710844
submission_type: basic
model_repo: ChaiML/ir-v1-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': 0.46845410263403336, 'latency_mean': 2.134584286212921, 'latency_p50': 2.1347241401672363, 'latency_p90': 2.344781827926636}, {'batch_size': 2, 'throughput': 0.6789621243315865, 'latency_mean': 2.9438649570941924, 'latency_p50': 2.9710655212402344, 'latency_p90': 3.168558216094971}, {'batch_size': 3, 'throughput': 0.8291038093662325, 'latency_mean': 3.6049218809604646, 'latency_p50': 3.6175583600997925, 'latency_p90': 3.944338297843933}, {'batch_size': 4, 'throughput': 0.9344912135490443, 'latency_mean': 4.26388771891594, 'latency_p50': 4.254865646362305, 'latency_p90': 4.8066033840179445}, {'batch_size': 5, 'throughput': 0.9923489667157015, 'latency_mean': 5.018849701881408, 'latency_p50': 5.058632493019104, 'latency_p90': 5.748838019371033}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-sft-lr2e6fullpyg_v5
is_internal_developer: True
language_model: ChaiML/ir-v1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-23
win_ratio: 0.5119234389708189
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': ['User:', '</s>', 'You:'], '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-sft-lr2e6fullpyg-v5-mkmlizer
Waiting for job on chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer to finish
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║                                                                     ║
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chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: Downloaded to shared memory in 58.539s
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: Checking if ChaiML/ir-v1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9hvnyeqb, device:0
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: quantized model in 285.253s
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: Processed model ChaiML/ir-v1-sft-lr2e6fullpyg in 343.792s
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/special_tokens_map.json
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/tokenizer_config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/tokenizer.json
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer completed after 477.59s with status: succeeded
Stopping job with name chaiml-ir-v1-sft-lr2e6fullpyg-v5-mkmlizer
Pipeline stage MKMLizer completed in 478.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v1-sft-lr2e6fullpyg-v5
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v5 to be ready
Inference service chaiml-ir-v1-sft-lr2e6fullpyg-v5 ready after 80.2158555984497s
Pipeline stage MKMLDeployer completed in 80.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0271787643432617s
Received healthy response to inference request in 1.8448889255523682s
Received healthy response to inference request in 1.7700839042663574s
Received healthy response to inference request in 1.8070509433746338s
Received healthy response to inference request in 1.9329514503479004s
5 requests
0 failed requests
5th percentile: 1.7774773120880127
10th percentile: 1.784870719909668
20th percentile: 1.7996575355529785
30th percentile: 1.8146185398101806
40th percentile: 1.8297537326812745
50th percentile: 1.8448889255523682
60th percentile: 1.8801139354705811
70th percentile: 1.915338945388794
80th percentile: 1.9517969131469726
90th percentile: 1.9894878387451171
95th percentile: 2.0083333015441895
99th percentile: 2.023409671783447
mean time: 1.8764307975769043
Pipeline stage StressChecker completed in 11.19s
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 0.70s
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 0.63s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
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 2921.49s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-sft-lr2e6fullpyg_v5 status is now torndown due to DeploymentManager action