developer_uid: zonemercy
submission_id: chaiml-ir-v0-sft-lr2e6fullpyg_v8
model_name: chaiml-ir-v0-sft-lr2e6fullpyg_v8
model_group: ChaiML/ir-v0-sft-lr2e6fu
status: torndown
timestamp: 2025-10-27T20:16:16+00:00
num_battles: 5729
num_wins: 2964
celo_rating: 1290.38
family_friendly_score: 0.4726
family_friendly_standard_error: 0.007060442479051862
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': 0.46938999840965656, 'latency_mean': 2.13030916929245, 'latency_p50': 2.1406824588775635, 'latency_p90': 2.337307000160217}, {'batch_size': 3, 'throughput': 0.8368023307002568, 'latency_mean': 3.5750422418117522, 'latency_p50': 3.568290591239929, 'latency_p90': 3.9901721239089962}, {'batch_size': 5, 'throughput': 1.0076831484328534, 'latency_mean': 4.935015338659286, 'latency_p50': 4.921779751777649, 'latency_p90': 5.623154997825623}, {'batch_size': 6, 'throughput': 1.0672837280713583, 'latency_mean': 5.587312471866608, 'latency_p50': 5.55360746383667, 'latency_p90': 6.409787178039551}, {'batch_size': 10, 'throughput': 1.1618535910248622, 'latency_mean': 8.563946688175202, 'latency_p50': 8.465303421020508, 'latency_p90': 9.920711445808411}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-sft-lr2e6fullpyg_v8
is_internal_developer: True
language_model: ChaiML/ir-v0-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-24
win_ratio: 0.5173677779717228
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:', '\n'], '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-v8-mkmlizer
Waiting for job on chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer to finish
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: Downloaded to shared memory in 67.104s
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: Checking if ChaiML/ir-v0-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg3mdkjaf, device:0
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/special_tokens_map.json
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/tokenizer_config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/tokenizer.json
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer completed after 479.21s with status: succeeded
Stopping job with name chaiml-ir-v0-sft-lr2e6fullpyg-v8-mkmlizer
Pipeline stage MKMLizer completed in 479.78s
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-v0-sft-lr2e6fullpyg-v8
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v8 to be ready
Inference service chaiml-ir-v0-sft-lr2e6fullpyg-v8 ready after 80.2670156955719s
Pipeline stage MKMLDeployer completed in 80.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.376558780670166s
Received healthy response to inference request in 2.01499342918396s
Received healthy response to inference request in 2.004474639892578s
Received healthy response to inference request in 2.2777364253997803s
Received healthy response to inference request in 1.721846342086792s
5 requests
0 failed requests
5th percentile: 1.7783720016479492
10th percentile: 1.8348976612091064
20th percentile: 1.947948980331421
30th percentile: 2.0065783977508547
40th percentile: 2.0107859134674073
50th percentile: 2.01499342918396
60th percentile: 2.120090627670288
70th percentile: 2.225187826156616
80th percentile: 2.2975008964538572
90th percentile: 2.3370298385620116
95th percentile: 2.356794309616089
99th percentile: 2.3726058864593504
mean time: 2.0791219234466554
Pipeline stage StressChecker completed in 12.54s
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 1.48s
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 0.74s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v8 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 2781.72s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-sft-lr2e6fullpyg_v8 status is now torndown due to DeploymentManager action