model_id,family,corpus,precision,gamma,gamma_pade,n_params_M,rope_theta,T_train,is_instruct,is_moe
allenai/OLMo-7B-hf,olmo,real_text,4-bit-NF4,0.8292,,7000,None,2048,False,False
allenai/OLMo-7B-hf,olmo,random_tokens,4-bit-NF4,0.5509,,7000,None,2048,False,False
allenai/OLMo-7B,olmo,real_text,4-bit-NF4,0.5244,0.7470064429851826,7000,10000,2048,False,False
allenai/OLMo-7B,olmo,random_tokens,4-bit-NF4,0.5412,0.7470064429851826,7000,10000,2048,False,False
allenai/OLMoE-1B-7B-0924,olmoe,real_text,4-bit-NF4,0.8504,0.5508312818257147,7000,10000,4096,False,True
allenai/OLMoE-1B-7B-0924,olmoe,random_tokens,4-bit-NF4,0.8226,0.5508312818257147,7000,10000,4096,False,True
bigcode/starcoder2-3b,starcoder2,real_text,4-bit-NF4,0.9942,0.9770948861777424,3000,1000000,16384,False,False
bigcode/starcoder2-7b,starcoder2,real_text,4-bit-NF4,0.7744,0.9770948861777424,7000,1000000,16384,False,False
codellama/CodeLlama-13b-Instruct-hf,codellama,real_text,4-bit-NF4,0.3823,0.9770948861777424,13000,1000000,16384,True,False
deepseek-ai/deepseek-coder-6.7b-base,deepseek-coder,real_text,4-bit-NF4,0.9512,0.7923517884226748,6700,100000,16384,False,False
deepseek-ai/deepseek-llm-7b-base,deepseek,real_text,4-bit-NF4,0.9470,,7000,None,4096,False,False
deepseek-ai/deepseek-llm-7b-base,deepseek,random_tokens,4-bit-NF4,0.9103,,7000,None,4096,False,False
deepseek-ai/deepseek-llm-7b-chat,deepseek,real_text,4-bit-NF4,0.1513,0.5508312818257147,7000,10000,4096,True,False
EleutherAI/gpt-j-6B,gptj,real_text,4-bit-NF4,0.8968,0.7470064429851826,6000,10000,2048,False,False
EleutherAI/gpt-j-6B,gptj,random_tokens,4-bit-NF4,0.8348,0.7470064429851826,6000,10000,2048,False,False
EleutherAI/pythia-1.4b,pythia,real_text,4-bit-NF4,0.7051,,1400,None,2048,False,False
EleutherAI/pythia-1.4b,pythia,random_tokens,4-bit-NF4,0.6876,0.7470064429851826,1400,10000,2048,False,False
EleutherAI/pythia-14m,pythia,real_text,4-bit-NF4,0.6853,0.7470064429851826,14,10000,2048,False,False
EleutherAI/pythia-14m,pythia,random_tokens,4-bit-NF4,1.0037,,14,None,2048,False,False
EleutherAI/pythia-160m,pythia,real_text,4-bit-NF4,0.5109,0.7470064429851826,160,10000,2048,False,False
EleutherAI/pythia-160m,pythia,random_tokens,4-bit-NF4,1.0171,0.7470064429851826,160,10000,2048,False,False
EleutherAI/pythia-1b,pythia,real_text,4-bit-NF4,0.9311,0.7470064429851826,1000,10000,2048,False,False
EleutherAI/pythia-1b,pythia,random_tokens,4-bit-NF4,0.7128,0.7470064429851826,1000,10000,2048,False,False
EleutherAI/pythia-2.8b,pythia,real_text,4-bit-NF4,0.6742,0.7470064429851826,2800,10000,2048,False,False
EleutherAI/pythia-2.8b,pythia,random_tokens,4-bit-NF4,0.5512,0.7470064429851826,2800,10000,2048,False,False
EleutherAI/pythia-31m,pythia,real_text,4-bit-NF4,1.2350,0.7470064429851826,31,10000,2048,False,False
EleutherAI/pythia-31m,pythia,random_tokens,4-bit-NF4,1.5398,0.7470064429851826,31,10000,2048,False,False
EleutherAI/pythia-410m,pythia,real_text,4-bit-NF4,1.0219,0.7470064429851826,410,10000,2048,False,False
EleutherAI/pythia-410m,pythia,random_tokens,4-bit-NF4,0.9362,0.7470064429851826,410,10000,2048,False,False
EleutherAI/pythia-70m,pythia,real_text,4-bit-NF4,0.7476,0.7470064429851826,70,10000,2048,False,False
EleutherAI/pythia-70m,pythia,random_tokens,4-bit-NF4,1.1705,0.7470064429851826,70,10000,2048,False,False
google/gemma-2-9b-it,gemma,real_text,4-bit-NF4,0.6276,0.2664144126271304,9000,10000,8192,True,False
google/gemma-2-9b-it,gemma,random_tokens,4-bit-NF4,1.1348,0.2664144126271304,9000,10000,8192,True,False
HuggingFaceTB/SmolLM2-135M,smollm,real_text,4-bit-NF4,0.7480,0.8904910603434864,135,100000,8192,False,False
HuggingFaceTB/SmolLM2-135M,smollm,random_tokens,4-bit-NF4,0.6267,0.8904910603434864,135,100000,8192,False,False
HuggingFaceTB/SmolLM2-360M,smollm,real_text,4-bit-NF4,0.9692,0.8904910603434864,360,100000,8192,False,False
HuggingFaceTB/SmolLM2-360M,smollm,random_tokens,4-bit-NF4,0.9197,0.8904910603434864,360,100000,8192,False,False
meta-llama/Llama-2-7b-hf,llama2,real_text,4-bit-NF4,0.2871,0.5508312818257147,7000,10000,4096,False,False
meta-llama/Llama-2-7b-hf,llama2,random_tokens,4-bit-NF4,0.8266,0.5508312818257147,7000,10000,4096,False,False
meta-llama/Meta-Llama-3-8B,llama3,real_text,4-bit-NF4,1.0455,0.9770948861777424,8000,500000,8192,False,False
meta-llama/Meta-Llama-3-8B,llama3,random_tokens,4-bit-NF4,0.7589,0.9770948861777424,8000,500000,8192,False,False
microsoft/phi-2,phi,real_text,4-bit-NF4,1.0447,0.7470064429851826,2700,10000,2048,False,False
microsoft/phi-2,phi,random_tokens,4-bit-NF4,0.8707,0.7470064429851826,2700,10000,2048,False,False
mistralai/Mistral-7B-Instruct-v0.3,mistral,real_text,4-bit-NF4,0.9519,0.9547084761104221,7000,1000000,32768,True,False
mistralai/Mistral-7B-v0.1,mistral,real_text,4-bit-NF4,1.0608,0.2664144126271304,7000,10000,8192,False,False
mistralai/Mistral-7B-v0.1,mistral,random_tokens,4-bit-NF4,0.8296,0.2664144126271304,7000,10000,8192,False,False
mistralai/Mistral-Nemo-Instruct-2407,mistral,real_text,4-bit-NF4,0.4284,0.8303588628645274,12000,1000000,131072,True,False
Qwen/Qwen2.5-0.5B,qwen,real_text,4-bit-NF4,1.0284,0.9547084761104221,500,1000000,32768,False,False
Qwen/Qwen2.5-0.5B,qwen,random_tokens,4-bit-NF4,0.9195,0.9547084761104221,500,1000000,32768,False,False
Qwen/Qwen2.5-3B,qwen,real_text,4-bit-NF4,0.7720,0.9547084761104221,3000,1000000,32768,False,False
Qwen/Qwen2.5-3B,qwen,random_tokens,4-bit-NF4,0.9644,0.9547084761104221,3000,1000000,32768,False,False
Qwen/Qwen2.5-7B-Instruct,qwen,real_text,4-bit-NF4,0.9449,0.9547084761104221,7000,1000000,32768,True,False
Qwen/Qwen2.5-7B,qwen,real_text,4-bit-NF4,0.9967,0.8303588628645274,7000,1000000,131072,False,False
Qwen/Qwen2.5-7B,qwen,random_tokens,4-bit-NF4,0.8270,0.8303588628645274,7000,1000000,131072,False,False
Qwen/Qwen2.5-Coder-7B,qwen-coder,real_text,4-bit-NF4,0.9454,0.9547084761104221,7000,1000000,32768,False,False
EleutherAI/pythia-1b,pythia,random_tokens,fp16,0.6818,,1000,10000,2048,False,False
EleutherAI/pythia-410m,pythia,random_tokens,fp16,0.6845,,410,10000,2048,False,False
EleutherAI/pythia-70m,pythia,random_tokens,fp16,0.6846,,70,10000,2048,False,False
EleutherAI/pythia-31m,pythia,real_text,auto,1.0110361167221762,0.99999561666838,31,10000,2048,False,False
EleutherAI/pythia-31m,pythia,random_tokens,auto,1.5450115522836714,0.99999561666838,31,10000,2048,False,False
01-ai/Yi-9B,yi,random_tokens,auto,1.0608729832204116,,9000,5000000,4096,False,False
EleutherAI/pythia-70m-deduped@step1000,pythia,real_text,auto,1.1292477525397862,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step1000,pythia,random_tokens,auto,1.0790853925598143,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step2000,pythia,real_text,auto,1.2389542356917203,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step2000,pythia,random_tokens,auto,1.1287893216072091,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step5000,pythia,real_text,auto,1.259578109732732,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step5000,pythia,random_tokens,auto,1.3075968596454313,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step10000,pythia,real_text,auto,1.2494402035559864,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step10000,pythia,random_tokens,auto,1.2512259968411465,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step20000,pythia,real_text,auto,1.24348361085288,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step20000,pythia,random_tokens,auto,1.2448392596274824,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step40000,pythia,real_text,auto,1.3158082124956427,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step40000,pythia,random_tokens,auto,1.2107643823126109,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step65000,pythia,real_text,auto,1.3110320441749503,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step65000,pythia,random_tokens,auto,1.2584672405293242,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step100000,pythia,real_text,auto,1.32261751836488,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step100000,pythia,random_tokens,auto,1.2204931999100648,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step143000,pythia,real_text,auto,1.2493746664709637,,70,10000,2048,False,False
EleutherAI/pythia-70m-deduped@step143000,pythia,random_tokens,auto,1.2023289680609859,,70,10000,2048,False,False
EleutherAI/pythia-410m,pythia,real_text,auto,1.0218530106365162,0.99999561666838,410,10000,2048,False,False
EleutherAI/pythia-410m,pythia,real_text,4-bit-NF4,1.0262501725670703,0.99999561666838,410,10000,2048,False,False
EleutherAI/pythia-1.4b,pythia,real_text,auto,0.83289308127506,0.99999561666838,1400,10000,2048,False,False
EleutherAI/pythia-1.4b,pythia,real_text,4-bit-NF4,0.8327854153348206,0.99999561666838,1400,10000,2048,False,False
bigcode/starcoder2-3b,starcoder2,real_text,auto,1.006513487201348,0.6666637444455867,3000,999999.4427,16384,False,False
bigcode/starcoder2-3b,starcoder2,real_text,4-bit-NF4,0.9941659863431367,0.6666637444455867,3000,999999.4427,16384,False,False
mistralai/Mistral-7B-v0.1,mistral,real_text,4-bit-NF4,1.060750419523944,0.99999561666838,7000,10000,32768,False,False
mistralai/Mistral-7B-Instruct-v0.1,mistral,real_text,4-bit-NF4,0.9281400361369939,,7000,10000,32768,True,False
Qwen/Qwen2.5-7B,qwen,real_text,4-bit-NF4,0.996153147006284,0.6666637444455867,7000,1000000,131072,False,False