developer_uid: NischayDnk
submission_id: nischaydnk-mistralsmall_30076_v2
model_name: mistral-redem-dpo-paramtune
model_group: NischayDnk/mistralsmall2
status: torndown
timestamp: 2025-02-23T22:57:54+00:00
num_battles: 6508
num_wins: 3245
celo_rating: 1274.65
family_friendly_score: 0.5442
family_friendly_standard_error: 0.00704338498166897
submission_type: basic
model_repo: NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7
model_architecture: MistralForCausalLM
model_num_parameters: 24096721920.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.3715531606328641, 'latency_mean': 2.6913408863544466, 'latency_p50': 2.6802107095718384, 'latency_p90': 2.9906810522079468}, {'batch_size': 2, 'throughput': 0.5800817222107179, 'latency_mean': 3.443607896566391, 'latency_p50': 3.466116189956665, 'latency_p90': 3.7707934617996215}, {'batch_size': 3, 'throughput': 0.7404739754867421, 'latency_mean': 4.040522342920303, 'latency_p50': 4.035419344902039, 'latency_p90': 4.432003116607666}, {'batch_size': 4, 'throughput': 0.8491926389619454, 'latency_mean': 4.686731376647949, 'latency_p50': 4.694342136383057, 'latency_p90': 5.25113160610199}, {'batch_size': 5, 'throughput': 0.9470811906473533, 'latency_mean': 5.252941844463348, 'latency_p50': 5.265885353088379, 'latency_p90': 5.898508596420288}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: mistral-redem-dpo-paramtune
is_internal_developer: True
language_model: NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7
model_size: 24B
ranking_group: single
throughput_3p7s: 0.66
us_pacific_date: 2025-02-23
win_ratio: 0.49861708666256915
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>', '###', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '[/INST]{bot_name}:', 'truncate_by_message': False}
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 nischaydnk-mistralsmall-30076-v2-mkmlizer
Waiting for job on nischaydnk-mistralsmall-30076-v2-mkmlizer to finish
Failed to get response for submission nischaydnk-mistral24b-s_52919_v1: HTTPConnectionPool(host='nischaydnk-mistral24b-s-52919-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-mistralsmall-30076-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║     _____            __           __                                ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║       /___/                                                         ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  https://mk1.ai                                                     ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  belonging to:                                                      ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  Chai Research Corp.                                                ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ║                                                                     ║
nischaydnk-mistralsmall-30076-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission rirv938-mistral-24b-dpo_35049_v1: ('http://rirv938-mistral-24b-dpo-35049-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission nischaydnk-mistral24b-s_52919_v1: HTTPConnectionPool(host='nischaydnk-mistral24b-s-52919-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
nischaydnk-mistralsmall-30076-v2-mkmlizer: Downloaded to shared memory in 96.001s
nischaydnk-mistralsmall-30076-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8g11a6qe, device:0
nischaydnk-mistralsmall-30076-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission rirv938-mistral-24b-dpo_77960_v1: ('http://rirv938-mistral-24b-dpo-77960-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
nischaydnk-mistralsmall-30076-v2-mkmlizer: quantized model in 53.303s
nischaydnk-mistralsmall-30076-v2-mkmlizer: Processed model NischayDnk/mistralsmall24b-redemp-dpo-v1-rp-v7 in 149.305s
nischaydnk-mistralsmall-30076-v2-mkmlizer: creating bucket guanaco-mkml-models
nischaydnk-mistralsmall-30076-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nischaydnk-mistralsmall-30076-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/config.json
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/special_tokens_map.json
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/tokenizer_config.json
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/tokenizer.json
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/flywheel_model.1.safetensors
nischaydnk-mistralsmall-30076-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nischaydnk-mistralsmall-30076-v2/flywheel_model.0.safetensors
nischaydnk-mistralsmall-30076-v2-mkmlizer: 
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Job nischaydnk-mistralsmall-30076-v2-mkmlizer completed after 175.85s with status: succeeded
Stopping job with name nischaydnk-mistralsmall-30076-v2-mkmlizer
Pipeline stage MKMLizer completed in 176.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service nischaydnk-mistralsmall-30076-v2
Waiting for inference service nischaydnk-mistralsmall-30076-v2 to be ready
Failed to get response for submission rirv938-mistral-24b-dpo_35049_v1: ('http://rirv938-mistral-24b-dpo-35049-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission rirv938-mistral-24b-dpo_77960_v1: ('http://rirv938-mistral-24b-dpo-77960-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission rirv938-mistral-24b-dpo_35049_v1: ('http://rirv938-mistral-24b-dpo-35049-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission nischaydnk-mistral24b-s_52919_v1: HTTPConnectionPool(host='nischaydnk-mistral24b-s-52919-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-mistral-24b-dpo_35049_v1: ('http://rirv938-mistral-24b-dpo-35049-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service nischaydnk-mistralsmall-30076-v2 ready after 230.82229447364807s
Pipeline stage MKMLDeployer completed in 231.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.2413716316223145s
Received healthy response to inference request in 2.867453098297119s
Received healthy response to inference request in 2.583329439163208s
Received healthy response to inference request in 2.608727216720581s
Received healthy response to inference request in 2.584542989730835s
5 requests
0 failed requests
5th percentile: 2.5835721492767334
10th percentile: 2.583814859390259
20th percentile: 2.5843002796173096
30th percentile: 2.589379835128784
40th percentile: 2.5990535259246825
50th percentile: 2.608727216720581
60th percentile: 2.7122175693511963
70th percentile: 2.8157079219818115
80th percentile: 2.942236804962158
90th percentile: 3.0918042182922365
95th percentile: 3.1665879249572755
99th percentile: 3.226414890289307
mean time: 2.7770848751068113
Pipeline stage StressChecker completed in 15.04s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
Shutdown handler de-registered
nischaydnk-mistralsmall_30076_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service nischaydnk-mistralsmall-30076-v2-profiler
Waiting for inference service nischaydnk-mistralsmall-30076-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 5083.09s
Shutdown handler de-registered
nischaydnk-mistralsmall_30076_v2 status is now inactive due to auto deactivation removed underperforming models
nischaydnk-mistralsmall_30076_v2 status is now torndown due to DeploymentManager action
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