Autotrain compatible Code Codegen Dataset:bigcode/starcoderdata Dataset:codeparrot/github-code... Dataset:math-ai/stackmathqa Dataset:open-web-math/open-web... Endpoints compatible Gguf Gpt bigcode Granite Model-index Quantized Region:us
Model Card on HF 🤗: https://huggingface.co/cobrakenji/granite-20b-code-base-GGUF
Granite 20B Code Base GGUF Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Granite 20B Code Base GGUF Parameters and Internals
| Model Type |
|
| LLM Name | Granite 20B Code Base GGUF |
| Repository 🤗 | https://huggingface.co/cobrakenji/granite-20b-code-base-GGUF |
| Base Model(s) | |
| Model Size | 20b |
| Required VRAM | 12.8 GB |
| Updated | 2024-12-21 |
| Maintainer | cobrakenji |
| Model Type | gpt_bigcode |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Generates Code | Yes |
| Model Architecture | GPTBigCodeForCausalLM |
| License | apache-2.0 |
| Model Max Length | 9223372036854775807 |
| Transformers Version | 4.38.1 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 49152 |
| Torch Data Type | bfloat16 |
| Activation Function | gelu_pytorch_tanh |
Best Alternatives to Granite 20B Code Base GGUF
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Granite 20B Code Instruct | 0K / 40 GB | 10209 | 30 |
| Granite 20B Functioncalling | 0K / 40 GB | 635 | 27 |
| Granite 20B Code Base R1.1 | 0K / 40 GB | 465 | 2 |
| Granite 20B Code Base | 0K / 40 GB | 2250 | 12 |
| Granite 20B Code Instruct 8K | 0K / 40 GB | 988 | 39 |
| Granite 20B Code Base 8K | 0K / 40 GB | 1645 | 13 |
| Granite 20B Code Instruct R1.1 | 0K / 40 GB | 80 | 1 |
| Granite 20B Code Base FP8 | 0K / 20.4 GB | 14 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than cobrakenji/granite-20b-code-base-GGUF .
Rank the Granite 20B Code Base GGUF Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217