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Giraffe 13B 32K V3 by abacusai

 »  All LLMs  »  abacusai  »  Giraffe 13B 32K V3   URL Share it on

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  Autotrain compatible Dataset:anon8231489123/sharegp...   Dataset:shahules786/orca-chat Dataset:togethercomputer/redpa...   Endpoints compatible   Llama   Llama2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/abacusai/Giraffe-13b-32k-v3 

Giraffe 13B 32K V3 Benchmarks

ARC: 59.04 vs 96.7 (so35)-38.9%
HellaSwag: 79.59 vs 95.3 (gpt4)-16.5%
MMLU: 55.01 vs 88.3 (so35)-37.7%
TruthfulQA: 46.68 vs 59 (gpt4)-20.9%
WinoGrande: 76.95 vs 87.5 (gpt4)-12.1%
GSM8K: 26.16 vs 96.4 (so35)-72.9%
LLME Score: 0.19418
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Giraffe 13B 32K V3 (abacusai/Giraffe-13b-32k-v3)

Giraffe 13B 32K V3 Parameters and Internals

Model Type 
Transformer based autoregressive causal language model
Additional Notes 
The model has not been evaluated for safety and is only intended for research and experiments.
Training Details 
Data Sources:
togethercomputer/RedPajama-Data-1T, shahules786/orca-chat, anon8231489123/ShareGPT_Vicuna_unfiltered
Methodology:
Interpolation and further instruct finetuning with ShareGPT and Orca-Chat
Context Length:
32000
LLM NameGiraffe 13B 32K V3
Repository 🤗https://huggingface.co/abacusai/Giraffe-13b-32k-v3 
Model Size13b
Required VRAM26 GB
Updated2025-02-05
Maintainerabacusai
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   1.2 GB: 6-of-6
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Release v20241227
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