developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-simpo24b_3742_v2
model_name: chaiml-grpo-nis-simpo24b_3742_v2
model_group: ChaiML/grpo_nis_simpo24b
status: torndown
timestamp: 2025-07-27T16:33:16+00:00
num_battles: 6795
num_wins: 3575
celo_rating: 1283.15
family_friendly_score: 0.5014000000000001
family_friendly_standard_error: 0.007071040093225324
submission_type: basic
model_repo: ChaiML/grpo_nis_simpo24b_v4_cp_beta35_s1_2250steps
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
display_name: chaiml-grpo-nis-simpo24b_3742_v2
is_internal_developer: False
language_model: ChaiML/grpo_nis_simpo24b_v4_cp_beta35_s1_2250steps
model_size: 24B
ranking_group: single
us_pacific_date: 2025-07-27
win_ratio: 0.5261221486387049
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '###', '\n', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-grpo-nis-simpo24b-3742-v2-mkmlizer
Waiting for job on chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer to finish
Failed to get response for submission chaiml-gy-exp236-sft-gy_42234_v1: HTTPConnectionPool(host='chaiml-gy-exp236-sft-gy-42234-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-gy-exp236-sft-gy_30367_v1: HTTPConnectionPool(host='chaiml-gy-exp236-sft-gy-30367-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: Downloaded to shared memory in 63.762s
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: Checking if ChaiML/grpo_nis_simpo24b_v4_cp_beta35_s1_2250steps already exists in ChaiML
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpia4q0bje, device:0
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Unable to record family friendly update due to error: HTTPConnectionPool(host='chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x799e3d2f4990>, 'Connection to chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: quantized model in 322.900s
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: Processed model ChaiML/grpo_nis_simpo24b_v4_cp_beta35_s1_2250steps in 386.663s
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/config.json
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/special_tokens_map.json
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/tokenizer_config.json
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/tokenizer.json
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-simpo24b-3742-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer completed after 416.11s with status: succeeded
Stopping job with name chaiml-grpo-nis-simpo24b-3742-v2-mkmlizer
Pipeline stage MKMLizer completed in 416.59s
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-grpo-nis-simpo24b-3742-v2
Waiting for inference service chaiml-grpo-nis-simpo24b-3742-v2 to be ready
Failed to get response for submission chaiml-gy-exp236-sft-gy_30367_v1: HTTPConnectionPool(host='chaiml-gy-exp236-sft-gy-30367-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Tearing down inference service chaiml-grpo-nis-simpo24b-3742-v2
%s, retrying in %s seconds...
Creating inference service chaiml-grpo-nis-simpo24b-3742-v2
Waiting for inference service chaiml-grpo-nis-simpo24b-3742-v2 to be ready
Inference service chaiml-grpo-nis-simpo24b-3742-v2 ready after 131.405588388443s
Pipeline stage MKMLDeployer completed in 735.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.946885347366333s
Received healthy response to inference request in 4.618000030517578s
Received healthy response to inference request in 3.350961208343506s
Received healthy response to inference request in 3.4190258979797363s
Received healthy response to inference request in 2.357853651046753s
5 requests
0 failed requests
5th percentile: 2.5564751625061035
10th percentile: 2.755096673965454
20th percentile: 3.1523396968841553
30th percentile: 3.364574146270752
40th percentile: 3.3918000221252442
50th percentile: 3.4190258979797363
60th percentile: 3.630169677734375
70th percentile: 3.8413134574890138
80th percentile: 4.081108283996582
90th percentile: 4.34955415725708
95th percentile: 4.483777093887329
99th percentile: 4.5911554431915285
mean time: 3.5385452270507813
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2529044151306152s
Received healthy response to inference request in 2.3251113891601562s
Received healthy response to inference request in 2.2606403827667236s
Received healthy response to inference request in 3.687746524810791s
Received healthy response to inference request in 2.4201552867889404s
5 requests
0 failed requests
5th percentile: 2.254451608657837
10th percentile: 2.2559988021850588
20th percentile: 2.259093189239502
30th percentile: 2.27353458404541
40th percentile: 2.299322986602783
50th percentile: 2.3251113891601562
60th percentile: 2.3631289482116697
70th percentile: 2.4011465072631837
80th percentile: 2.673673534393311
90th percentile: 3.180710029602051
95th percentile: 3.4342282772064205
99th percentile: 3.637042875289917
mean time: 2.5893115997314453
Pipeline stage StressChecker completed in 34.68s
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 0.73s
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 1.33s
Shutdown handler de-registered
chaiml-grpo-nis-simpo24b_3742_v2 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 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-simpo24b-3742-v2-profiler
Waiting for inference service chaiml-grpo-nis-simpo24b-3742-v2-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 10461.86s
Shutdown handler de-registered
chaiml-grpo-nis-simpo24b_3742_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-simpo24b_3742_v2 status is now torndown due to DeploymentManager action