chaiml-ir-v0-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v0-sft-lr2e6fullpyg_v4
model_name: chaiml-ir-v0-sft-lr2e6fullpyg_v4
model_group: ChaiML/ir-v0-sft-lr2e6fu
status: torndown
timestamp: 2025-10-24T04:30:44+00:00
num_battles: 6349
num_wins: 3394
celo_rating: 1284.76
family_friendly_score: 0.46540000000000004
family_friendly_standard_error: 0.007054117095710844
submission_type: basic
model_repo: ChaiML/ir-v0-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': 0.47322387508446867, 'latency_mean': 2.1130461955070494, 'latency_p50': 2.1119221448898315, 'latency_p90': 2.335631847381592}, {'batch_size': 3, 'throughput': 0.8391460081060891, 'latency_mean': 3.567564219236374, 'latency_p50': 3.5745469331741333, 'latency_p90': 4.033217406272888}, {'batch_size': 5, 'throughput': 1.011383027595704, 'latency_mean': 4.938885850906372, 'latency_p50': 4.884138822555542, 'latency_p90': 5.711444091796875}, {'batch_size': 6, 'throughput': 1.050870523243977, 'latency_mean': 5.695423849821091, 'latency_p50': 5.7302117347717285, 'latency_p90': 6.413700032234192}, {'batch_size': 10, 'throughput': 1.159260464776963, 'latency_mean': 8.567297409772873, 'latency_p50': 8.669268012046814, 'latency_p90': 9.815608239173889}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-sft-lr2e6fullpyg_v4
is_internal_developer: True
language_model: ChaiML/ir-v0-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-23
win_ratio: 0.534572373602142
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': ['</s>', 'You:', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '{prompt}\n<START>\n', '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-v0-sft-lr2e6fullpyg-v4-mkmlizer
Waiting for job on chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer to finish
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: Downloaded to shared memory in 48.929s
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: Checking if ChaiML/ir-v0-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmqhkasc7, device:0
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: quantized model in 285.895s
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: Processed model ChaiML/ir-v0-sft-lr2e6fullpyg in 334.824s
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/special_tokens_map.json
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/tokenizer_config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/tokenizer.json
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer completed after 476.6s with status: succeeded
Stopping job with name chaiml-ir-v0-sft-lr2e6fullpyg-v4-mkmlizer
Pipeline stage MKMLizer completed in 477.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v4
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v4 to be ready
Inference service chaiml-ir-v0-sft-lr2e6fullpyg-v4 ready after 80.25032758712769s
Pipeline stage MKMLDeployer completed in 80.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6576504707336426s
Received healthy response to inference request in 1.7158911228179932s
Received healthy response to inference request in 1.822923183441162s
Received healthy response to inference request in 2.2904298305511475s
Received healthy response to inference request in 2.065957546234131s
5 requests
0 failed requests
5th percentile: 1.737297534942627
10th percentile: 1.7587039470672607
20th percentile: 1.8015167713165283
30th percentile: 1.8715300559997559
40th percentile: 1.9687438011169434
50th percentile: 2.065957546234131
60th percentile: 2.1557464599609375
70th percentile: 2.245535373687744
80th percentile: 2.3638739585876465
90th percentile: 2.5107622146606445
95th percentile: 2.5842063426971436
99th percentile: 2.6429616451263427
mean time: 2.1105704307556152
Pipeline stage StressChecker completed in 12.66s
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 0.65s
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 0.67s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v4 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 3030.82s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-sft-lr2e6fullpyg_v4 status is now torndown due to DeploymentManager action