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It 5.3 Fp16 32K by Vikhrmodels

 »  All LLMs  »  Vikhrmodels  »  It 5.3 Fp16 32K   URL Share it on

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  Arxiv:2405.13929   Autotrain compatible   Conversational   En   Endpoints compatible   Fp16   Llama   Quantized   Region:us   Ru   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Vikhrmodels/it-5.3-fp16-32k 

It 5.3 Fp16 32K Benchmarks

LLME Score: 0.19459
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
It 5.3 Fp16 32K (Vikhrmodels/it-5.3-fp16-32k)

It 5.3 Fp16 32K Parameters and Internals

Model Type 
instruction-tuned, large language model
Supported Languages 
ru (unknown), en (unknown)
Release Notes 
Version:
0.5
Notes:
Added a lot more data to sft, now JSON and multiturn work more stable on long context and hard prompts. Slightly adjusted pre-trained model parameters, added RoPE for 32k context.
LLM NameIt 5.3 Fp16 32K
Repository 🤗https://huggingface.co/Vikhrmodels/it-5.3-fp16-32k 
Model Size7.6b
Required VRAM15.2 GB
Updated2025-02-05
MaintainerVikhrmodels
Model Typellama
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   4.7 GB: 3-of-4   0.6 GB: 4-of-4
Supported Languagesru en
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size79097
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Vikhrmodels/it-5.3-fp16-32k.

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Release v20241227
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