chaiml-grpo-nis-sid-mis_96520

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-sid-mis_96520_v1
model_name: chaiml-grpo-nis-sid-mis_96520_v1
model_group: ChaiML/grpo_nis_sid_mist
status: torndown
timestamp: 2025-07-23T18:39:23+00:00
num_battles: 7537
num_wins: 4022
celo_rating: 1284.64
family_friendly_score: 0.48939999999999995
family_friendly_standard_error: 0.007069478622925456
submission_type: basic
model_repo: ChaiML/grpo_nis_sid_mistral_24bsimpo_70k_v3_cp1750_kl26_kl10_s7k
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5798899806259376, 'latency_mean': 1.7243423140048981, 'latency_p50': 1.7346104383468628, 'latency_p90': 1.910746169090271}, {'batch_size': 3, 'throughput': 1.1963989489937774, 'latency_mean': 2.4979900765419005, 'latency_p50': 2.5030932426452637, 'latency_p90': 2.760498237609863}, {'batch_size': 5, 'throughput': 1.546862459247448, 'latency_mean': 3.2158916342258452, 'latency_p50': 3.1794220209121704, 'latency_p90': 3.64911892414093}, {'batch_size': 6, 'throughput': 1.703933792873259, 'latency_mean': 3.4973367512226106, 'latency_p50': 3.4791492223739624, 'latency_p90': 3.882667350769043}, {'batch_size': 8, 'throughput': 1.8409491380974083, 'latency_mean': 4.308260083198547, 'latency_p50': 4.344831585884094, 'latency_p90': 4.831589722633362}, {'batch_size': 10, 'throughput': 1.9343691178373232, 'latency_mean': 5.11516934633255, 'latency_p50': 5.0874855518341064, 'latency_p90': 5.763735961914063}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-grpo-nis-sid-mis_96520_v1
is_internal_developer: False
language_model: ChaiML/grpo_nis_sid_mistral_24bsimpo_70k_v3_cp1750_kl26_kl10_s7k
model_size: 24B
ranking_group: single
throughput_3p7s: 1.76
us_pacific_date: 2025-07-23
win_ratio: 0.5336340719119013
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.03, 'top_k': 60, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['\n', 'You:', '</s>', '###'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', '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-sid-mis-96520-v1-mkmlizer
Waiting for job on chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer to finish
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: Downloaded to shared memory in 83.016s
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: Checking if ChaiML/grpo_nis_sid_mistral_24bsimpo_70k_v3_cp1750_kl26_kl10_s7k already exists in ChaiML
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyjjdh71g, device:0
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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 0x728874231d10>, 'Connection to chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: quantized model in 320.125s
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: Processed model ChaiML/grpo_nis_sid_mistral_24bsimpo_70k_v3_cp1750_kl26_kl10_s7k in 403.141s
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/config.json
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/special_tokens_map.json
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/tokenizer_config.json
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/tokenizer.json
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-sid-mis-96520-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer completed after 427.03s with status: succeeded
Stopping job with name chaiml-grpo-nis-sid-mis-96520-v1-mkmlizer
Pipeline stage MKMLizer completed in 427.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-sid-mis-96520-v1
Waiting for inference service chaiml-grpo-nis-sid-mis-96520-v1 to be ready
Inference service chaiml-grpo-nis-sid-mis-96520-v1 ready after 171.19452238082886s
Pipeline stage MKMLDeployer completed in 171.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7805328369140625s
Received healthy response to inference request in 1.9400780200958252s
Received healthy response to inference request in 1.8530068397521973s
Received healthy response to inference request in 3.296940803527832s
Received healthy response to inference request in 2.190387010574341s
5 requests
0 failed requests
5th percentile: 1.8704210758209228
10th percentile: 1.8878353118896485
20th percentile: 1.9226637840270997
30th percentile: 1.9901398181915284
40th percentile: 2.0902634143829344
50th percentile: 2.190387010574341
60th percentile: 2.4264453411102296
70th percentile: 2.662503671646118
80th percentile: 2.8838144302368165
90th percentile: 3.090377616882324
95th percentile: 3.193659210205078
99th percentile: 3.276284484863281
mean time: 2.4121891021728517
Pipeline stage StressChecker completed in 13.73s
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 0.64s
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-grpo-nis-sid-mis_96520_v1 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-sid-mis-96520-v1-profiler
Waiting for inference service chaiml-grpo-nis-sid-mis-96520-v1-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 3247.57s
Shutdown handler de-registered
chaiml-grpo-nis-sid-mis_96520_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-sid-mis_96520_v1 status is now torndown due to DeploymentManager action