chaiml-grpo-nis-24bsft-_88744

developer_uid: NischayDnk
submission_id: chaiml-grpo-nis-24bsft-_88744_v3
model_name: chaiml-grpo-nis-24bsft-_88744_v3
model_group: ChaiML/grpo_nis_24bsft_o
status: torndown
timestamp: 2025-09-06T02:25:30+00:00
num_battles: 6149
num_wins: 3501
celo_rating: 1300.27
family_friendly_score: 0.5502
family_friendly_standard_error: 0.007035338797812086
submission_type: basic
model_repo: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4836561435103537, 'latency_mean': 2.0674631285667417, 'latency_p50': 2.0707316398620605, 'latency_p90': 2.26904182434082}, {'batch_size': 3, 'throughput': 0.864413715697032, 'latency_mean': 3.456250352859497, 'latency_p50': 3.459268093109131, 'latency_p90': 3.7694472074508667}, {'batch_size': 5, 'throughput': 1.0402463121752694, 'latency_mean': 4.779478487968444, 'latency_p50': 4.775263667106628, 'latency_p90': 5.501882696151734}, {'batch_size': 6, 'throughput': 1.1052619815776854, 'latency_mean': 5.4040882229805, 'latency_p50': 5.417051196098328, 'latency_p90': 6.162019610404968}, {'batch_size': 10, 'throughput': 1.2074033012990915, 'latency_mean': 8.234341884851455, 'latency_p50': 8.236596465110779, 'latency_p90': 9.549154353141784}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-24bsft-_88744_v3
is_internal_developer: False
language_model: ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 0.91
us_pacific_date: 2025-09-05
win_ratio: 0.5693608716864531
generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory:{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-24bsft-88744-v3-mkmlizer
Waiting for job on chaiml-grpo-nis-24bsft-88744-v3-mkmlizer to finish
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: Downloaded to shared memory in 73.164s
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: Checking if ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged already exists in ChaiML
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2x_94wgk, device:0
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_rurun_2025-08-28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-mistral-_56339_v4/predict', '{"detail":"list index out of range"}')
HTTP Request: %s %s "%s %d %s"
admin requested tearing down of devnikhilmishra-chaiver_14712_v5
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLDeleter
%s, retrying in %s seconds...
%s, retrying in %s seconds...
clean up pipeline due to error=TeardownError('401\nReason: Unauthorized\nHTTP response headers: HTTPHeaderDict({\'Audit-Id\': \'a1b43435-c0d5-4969-9d88-977a7e30b327\', \'Cache-Control\': \'no-cache, private\', \'Content-Type\': \'application/json\', \'Date\': \'Sat, 06 Sep 2025 02:31:13 GMT\', \'Content-Length\': \'129\'})\nHTTP response body: b\'{"kind":"Status","apiVersion":"v1","metadata":{},"status":"Failure","message":"Unauthorized","reason":"Unauthorized","code":401}\\n\'\nOriginal traceback: \n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 55, in inner\n    resp = func(self, *args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 273, in request\n    api_response = self.client.call_api(\n                   ^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 348, in call_api\n    return self.__call_api(resource_path, method,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 180, in __call_api\n    response_data = self.request(\n                    ^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 373, in request\n    return self.rest_client.GET(url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 244, in GET\n    return self.request("GET", url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 238, in request\n    raise ApiException(http_resp=r)\n')
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: quantized model in 288.484s
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: Processed model ChaiML/grpo_nis_24bsft_osmodels_v1_cp_beta30_seq80_data2250_merged in 361.649s
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/config.json
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/special_tokens_map.json
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/tokenizer_config.json
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/tokenizer.json
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-24bsft-88744-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-24bsft-88744-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-24bsft-88744-v3-mkmlizer completed after 400.54s with status: succeeded
Stopping job with name chaiml-grpo-nis-24bsft-88744-v3-mkmlizer
Pipeline stage MKMLizer completed in 401.38s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.51s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-24bsft-88744-v3
Waiting for inference service chaiml-grpo-nis-24bsft-88744-v3 to be ready
admin requested tearing down of pratt3000-mistral-nemo-_33296_v1
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLDeleter
%s, retrying in %s seconds...
%s, retrying in %s seconds...
clean up pipeline due to error=TeardownError('401\nReason: Unauthorized\nHTTP response headers: HTTPHeaderDict({\'Audit-Id\': \'25da8678-7120-4243-b5f5-bab701e13097\', \'Cache-Control\': \'no-cache, private\', \'Content-Type\': \'application/json\', \'Date\': \'Sat, 06 Sep 2025 02:32:25 GMT\', \'Content-Length\': \'129\'})\nHTTP response body: b\'{"kind":"Status","apiVersion":"v1","metadata":{},"status":"Failure","message":"Unauthorized","reason":"Unauthorized","code":401}\\n\'\nOriginal traceback: \n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 55, in inner\n    resp = func(self, *args, **kwargs)\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/dynamic/client.py", line 273, in request\n    api_response = self.client.call_api(\n                   ^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 348, in call_api\n    return self.__call_api(resource_path, method,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 180, in __call_api\n    response_data = self.request(\n                    ^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/api_client.py", line 373, in request\n    return self.rest_client.GET(url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 244, in GET\n    return self.request("GET", url,\n           ^^^^^^^^^^^^^^^^^^^^^^^^\n\n  File "/root/miniconda3/envs/guanaco/lib/python3.11/site-packages/kubernetes/client/rest.py", line 238, in request\n    raise ApiException(http_resp=r)\n')
Shutdown handler de-registered
Inference service chaiml-grpo-nis-24bsft-88744-v3 ready after 60.299813985824585s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8627376556396484s
Received healthy response to inference request in 1.6583802700042725s
Received healthy response to inference request in 1.6706395149230957s
Received healthy response to inference request in 1.7615110874176025s
Received healthy response to inference request in 1.8552894592285156s
5 requests
0 failed requests
5th percentile: 1.660832118988037
10th percentile: 1.6632839679718017
20th percentile: 1.668187665939331
30th percentile: 1.688813829421997
40th percentile: 1.7251624584197998
50th percentile: 1.7615110874176025
60th percentile: 1.7990224361419678
70th percentile: 1.836533784866333
80th percentile: 2.0567790985107424
90th percentile: 2.4597583770751954
95th percentile: 2.6612480163574217
99th percentile: 2.822439727783203
mean time: 1.961711597442627
Pipeline stage StressChecker completed in 11.13s
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 0.70s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_88744_v3 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 2880.95s
Shutdown handler de-registered
chaiml-grpo-nis-24bsft-_88744_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-24bsft-_88744_v3 status is now torndown due to DeploymentManager action