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Granite 34B Code Base 8K by ibm-granite

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  Arxiv:2405.04324   Autotrain compatible   Code   Codegen   Dataset:bigcode/starcoderdata Dataset:codeparrot/github-code...   Dataset:math-ai/stackmathqa Dataset:open-web-math/open-web...   Endpoints compatible   Ext 8k   Gpt bigcode   Granite   Model-index   Region:us   Safetensors   Sharded   Tensorflow

Granite 34B Code Base 8K Benchmarks

LLME Score: 0.25919
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Granite 34B Code Base 8K Parameters and Internals

LLM NameGranite 34B Code Base 8K
Repository 🤗https://huggingface.co/ibm-granite/granite-34b-code-base-8k 
Model Size34b
Required VRAM67.1 GB
Updated2024-09-20
Maintaineribm-granite
Model Typegpt_bigcode
Model Files  5.0 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   3.3 GB: 14-of-14
Context Length8k
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licenseapache-2.0
Model Max Length8192
Transformers Version4.38.1
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16
Activation Functiongelu_pytorch_tanh
Granite 34B Code Base 8K (ibm-granite/granite-34b-code-base-8k)

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Note: green Score (e.g. "73.2") means that the model is better than ibm-granite/granite-34b-code-base-8k.

Rank the Granite 34B Code Base 8K Capabilities

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Release v2024072803
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