chaiml-ir-v1-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v1-sft-lr2e6fullpyg_v4
model_name: chaiml-ir-v1-sft-lr2e6fullpyg_v4
model_group: ChaiML/ir-v1-sft-lr2e6fu
status: torndown
timestamp: 2025-10-22T22:22:54+00:00
num_battles: 5528
num_wins: 2852
celo_rating: 1282.64
family_friendly_score: 0.4726
family_friendly_standard_error: 0.007060442479051862
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': 0.46670938550638785, 'latency_mean': 2.142538046836853, 'latency_p50': 2.127867341041565, 'latency_p90': 2.3501288652420045}, {'batch_size': 3, 'throughput': 0.8360683667698601, 'latency_mean': 3.5832529175281524, 'latency_p50': 3.5832009315490723, 'latency_p90': 3.92677264213562}, {'batch_size': 5, 'throughput': 0.9962261441974012, 'latency_mean': 4.99083245396614, 'latency_p50': 4.98077654838562, 'latency_p90': 5.767353177070618}, {'batch_size': 6, 'throughput': 1.0450506418405747, 'latency_mean': 5.72368674993515, 'latency_p50': 5.710098147392273, 'latency_p90': 6.5265238046646115}, {'batch_size': 10, 'throughput': 1.1460248400695008, 'latency_mean': 8.68211428284645, 'latency_p50': 8.715816259384155, 'latency_p90': 9.878212332725525}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v1-sft-lr2e6fullpyg_v4
is_internal_developer: True
language_model: ChaiML/ir-v1-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-22
win_ratio: 0.515918958031838
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': '{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-v1-sft-lr2e6fullpyg-v4-mkmlizer
Waiting for job on chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer to finish
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: Downloaded to shared memory in 50.955s
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: Checking if ChaiML/ir-v1-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbnwyorkh, device:0
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: quantized model in 287.461s
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: Processed model ChaiML/ir-v1-sft-lr2e6fullpyg in 338.417s
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/tokenizer_config.json
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/special_tokens_map.json
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/tokenizer.json
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v1-sft-lr2e6fullpyg-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer completed after 447.86s with status: succeeded
Stopping job with name chaiml-ir-v1-sft-lr2e6fullpyg-v4-mkmlizer
Pipeline stage MKMLizer completed in 448.71s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v1-sft-lr2e6fullpyg-v4
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v4 to be ready
Inference service chaiml-ir-v1-sft-lr2e6fullpyg-v4 ready after 80.40721940994263s
Pipeline stage MKMLDeployer completed in 80.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1725122928619385s
Received healthy response to inference request in 2.130378484725952s
Received healthy response to inference request in 2.2245078086853027s
Received healthy response to inference request in 1.8694982528686523s
Received healthy response to inference request in 1.7743988037109375s
5 requests
0 failed requests
5th percentile: 1.7934186935424805
10th percentile: 1.8124385833740235
20th percentile: 1.8504783630371093
30th percentile: 1.9216742992401123
40th percentile: 2.026026391983032
50th percentile: 2.130378484725952
60th percentile: 2.147232007980347
70th percentile: 2.164085531234741
80th percentile: 2.1829113960266113
90th percentile: 2.203709602355957
95th percentile: 2.21410870552063
99th percentile: 2.222427988052368
mean time: 2.0342591285705565
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 0.66s
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 0.64s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v4 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v1-sft-lr2e6fullpyg-v4-profiler
Waiting for inference service chaiml-ir-v1-sft-lr2e6fullpyg-v4-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 3036.10s
Shutdown handler de-registered
chaiml-ir-v1-sft-lr2e6fullpyg_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v1-sft-lr2e6fullpyg_v4 status is now torndown due to DeploymentManager action