trace2333-mistral-dpo-trail1

developer_uid: Trace2333

submission_id: trace2333-mistral-dpo-trail1_v2

model_name: trace2333-mistral-dpo-trail1_v2

model_group: Trace2333/mistral_dpo_tr

status: torndown

timestamp: 2024-09-11T02:44:16+00:00

num_battles: 10962

num_wins: 5691

celo_rating: 1256.63

family_friendly_score: 0.0

submission_type: basic

model_repo: Trace2333/mistral_dpo_trail1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.7039228918400314, 'latency_mean': 1.4205172431468964, 'latency_p50': 1.4226560592651367, 'latency_p90': 1.5940174818038941}, {'batch_size': 3, 'throughput': 1.3509600920350067, 'latency_mean': 2.2126654398441317, 'latency_p50': 2.2197154760360718, 'latency_p90': 2.493104100227356}, {'batch_size': 5, 'throughput': 1.59561441290727, 'latency_mean': 3.1165970182418823, 'latency_p50': 3.1142425537109375, 'latency_p90': 3.4867151260375975}, {'batch_size': 6, 'throughput': 1.6424364704755663, 'latency_mean': 3.637619376182556, 'latency_p50': 3.625206232070923, 'latency_p90': 4.1895997524261475}, {'batch_size': 8, 'throughput': 1.6396190311305983, 'latency_mean': 4.853275482654571, 'latency_p50': 4.889989972114563, 'latency_p90': 5.528837442398071}, {'batch_size': 10, 'throughput': 1.579291121643863, 'latency_mean': 6.288628416061401, 'latency_p50': 6.3875943422317505, 'latency_p90': 7.104311609268188}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: trace2333-mistral-dpo-trail1_v2

is_internal_developer: False

language_model: Trace2333/mistral_dpo_trail1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.65

us_pacific_date: 2024-09-10

win_ratio: 0.5191570881226054

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.06, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 trace2333-mistral-dpo-trail1-v2-mkmlizer
Waiting for job on trace2333-mistral-dpo-trail1-v2-mkmlizer to finish
trace2333-mistral-dpo-trail1-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║     _____            __           __                                ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║       /___/                                                         ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║                                                                     ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  https://mk1.ai                                                     ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║                                                                     ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  belonging to:                                                      ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║                                                                     ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  Chai Research Corp.                                                ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ║                                                                     ║
trace2333-mistral-dpo-trail1-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
trace2333-mistral-dpo-trail1-v2-mkmlizer: Downloaded to shared memory in 34.515s
trace2333-mistral-dpo-trail1-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt52uvh_h, device:0
trace2333-mistral-dpo-trail1-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
trace2333-mistral-dpo-trail1-v2-mkmlizer: quantized model in 35.861s
trace2333-mistral-dpo-trail1-v2-mkmlizer: Processed model Trace2333/mistral_dpo_trail1 in 70.376s
trace2333-mistral-dpo-trail1-v2-mkmlizer: creating bucket guanaco-mkml-models
trace2333-mistral-dpo-trail1-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
trace2333-mistral-dpo-trail1-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2
trace2333-mistral-dpo-trail1-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2/special_tokens_map.json
trace2333-mistral-dpo-trail1-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2/config.json
trace2333-mistral-dpo-trail1-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2/tokenizer_config.json
trace2333-mistral-dpo-trail1-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2/tokenizer.json
trace2333-mistral-dpo-trail1-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/trace2333-mistral-dpo-trail1-v2/flywheel_model.0.safetensors
trace2333-mistral-dpo-trail1-v2-mkmlizer: 
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Job trace2333-mistral-dpo-trail1-v2-mkmlizer completed after 95.76s with status: succeeded
Stopping job with name trace2333-mistral-dpo-trail1-v2-mkmlizer
Pipeline stage MKMLizer completed in 96.82s
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Creating inference service trace2333-mistral-dpo-trail1-v2
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Inference service trace2333-mistral-dpo-trail1-v2 ready after 161.55307579040527s
Pipeline stage MKMLDeployer completed in 161.97s
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Received healthy response to inference request in 2.1604108810424805s
Received healthy response to inference request in 1.99674391746521s
Received healthy response to inference request in 1.815537452697754s
Received healthy response to inference request in 2.2548587322235107s
Received healthy response to inference request in 1.6211800575256348s
5 requests
0 failed requests
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Pipeline stage StressChecker completed in 10.58s
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Inference service trace2333-mistral-dpo-trail1-v2-profiler ready after 160.38432836532593s
Pipeline stage MKMLProfilerDeployer completed in 160.73s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/trace2333-mistral-dpf138f33b93cbdf71f3eca249a444396e-deplowrsc5:/code/chaiverse_profiler_1726023135 --namespace tenant-chaiml-guanaco
kubectl exec -it trace2333-mistral-dpf138f33b93cbdf71f3eca249a444396e-deplowrsc5 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726023135 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726023135/summary.json'
kubectl exec -it trace2333-mistral-dpf138f33b93cbdf71f3eca249a444396e-deplowrsc5 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726023135/summary.json'
Pipeline stage MKMLProfilerRunner completed in 933.12s
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trace2333-mistral-dpo-trail1_v2 status is now inactive due to auto deactivation removed underperforming models
trace2333-mistral-dpo-trail1_v2 status is now torndown due to DeploymentManager action