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Batch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32 by caisarl76

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  Merged Model   32bit   Autotrain compatible Base model:finetune:mnc-llm/mi... Base model:mnc-llm/mistral-7b-...   Conversational   Endpoints compatible   Generated from trainer   Instruct   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Batch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32 Benchmarks

LLME Score: 0.18312
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Batch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32 Parameters and Internals

LLM NameBatch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32
Repository 🤗https://huggingface.co/caisarl76/batch1_epochs4_lr1e-05_paged_adamw_32bit_cosine_length2048_warmup_0.05_max_grad1.0_grad_accu32 
Base Model(s)  MNC-LLM/Mistral-7B-LaAdMoAl-merge-Marcoroni   MNC-LLM/Mistral-7B-LaAdMoAl-merge-Marcoroni
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
Maintainercaisarl76
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Quantization Type32bit
Model ArchitectureLlamaForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size32000
Torch Data Typebfloat16
Batch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32 (caisarl76/batch1_epochs4_lr1e-05_paged_adamw_32bit_cosine_length2048_warmup_0.05_max_grad1.0_grad_accu32)

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Note: green Score (e.g. "73.2") means that the model is better than caisarl76/batch1_epochs4_lr1e-05_paged_adamw_32bit_cosine_length2048_warmup_0.05_max_grad1.0_grad_accu32.

Rank the Batch1 Epochs4 Lr1e 05 Paged Adamw 32bit Cosine Length2048 Warmup 0.05 Max Grad1.0 Grad Accu32 Capabilities

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Release v2024072803
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