chaiml-ir-v0-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v0-sft-lr2e6fullpyg_v3
model_name: chaiml-ir-v0-sft-lr2e6fullpyg_v3
model_group: ChaiML/ir-v0-sft-lr2e6fu
status: torndown
timestamp: 2025-10-22T22:22:33+00:00
num_battles: 6174
num_wins: 3290
celo_rating: 1291.47
family_friendly_score: 0.4666
family_friendly_standard_error: 0.007055273772150873
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': 0.4625417504791435, 'latency_mean': 2.1618721401691436, 'latency_p50': 2.1664953231811523, 'latency_p90': 2.3643331050872805}, {'batch_size': 2, 'throughput': 0.6863862944293301, 'latency_mean': 2.9113901376724245, 'latency_p50': 2.9110599756240845, 'latency_p90': 3.1713631629943846}, {'batch_size': 3, 'throughput': 0.8202370591962749, 'latency_mean': 3.6416130411624907, 'latency_p50': 3.6361805200576782, 'latency_p90': 4.090498447418213}, {'batch_size': 4, 'throughput': 0.9205607578118813, 'latency_mean': 4.3318719327449795, 'latency_p50': 4.326093673706055, 'latency_p90': 4.8866780519485475}, {'batch_size': 5, 'throughput': 0.9808988851008384, 'latency_mean': 5.076278173923493, 'latency_p50': 5.070292115211487, 'latency_p90': 5.871563839912414}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-sft-lr2e6fullpyg_v3
is_internal_developer: True
language_model: ChaiML/ir-v0-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-22
win_ratio: 0.5328798185941043
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': '{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-v3-mkmlizer
Waiting for job on chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer to finish
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: Downloaded to shared memory in 52.773s
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: Checking if ChaiML/ir-v0-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzman5jzz, device:0
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: quantized model in 284.458s
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: Processed model ChaiML/ir-v0-sft-lr2e6fullpyg in 337.231s
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/special_tokens_map.json
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/tokenizer_config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/tokenizer.json
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer completed after 408.97s with status: succeeded
Stopping job with name chaiml-ir-v0-sft-lr2e6fullpyg-v3-mkmlizer
Pipeline stage MKMLizer completed in 409.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v3
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v3 to be ready
Inference service chaiml-ir-v0-sft-lr2e6fullpyg-v3 ready after 80.49570369720459s
Pipeline stage MKMLDeployer completed in 81.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4074854850769043s
Received healthy response to inference request in 2.275501012802124s
Received healthy response to inference request in 2.1058380603790283s
Received healthy response to inference request in 1.728409767150879s
Received healthy response to inference request in 1.8174269199371338s
5 requests
0 failed requests
5th percentile: 1.7462131977081299
10th percentile: 1.7640166282653809
20th percentile: 1.7996234893798828
30th percentile: 1.8751091480255127
40th percentile: 1.9904736042022706
50th percentile: 2.1058380603790283
60th percentile: 2.1737032413482664
70th percentile: 2.241568422317505
80th percentile: 2.30189790725708
90th percentile: 2.3546916961669924
95th percentile: 2.3810885906219483
99th percentile: 2.402206106185913
mean time: 2.0669322490692137
Pipeline stage StressChecker completed in 12.17s
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 1.31s
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 0.73s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v3 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
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v3-profiler
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v3-profiler to be ready
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 3004.06s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-sft-lr2e6fullpyg_v3 status is now torndown due to DeploymentManager action