Arxiv:2305.02309 4-bit Autotrain compatible Code Dataset:bigcode/starcoderdata Gptq Llama Quantized Region:us Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/Codegen25-7B-mono-GPTQ
Codegen25 7B Mono GPTQ 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)
Codegen25 7B Mono GPTQ Parameters and Internals
| LLM Name | Codegen25 7B Mono GPTQ |
| Repository 🤗 | https://huggingface.co/TheBloke/Codegen25-7B-mono-GPTQ |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.2 GB |
| Updated | 2025-03-12 |
| Maintainer | TheBloke |
| Model Type | llama |
| Model Files | |
| Supported Languages | code |
| GPTQ Quantization | Yes |
| Quantization Type | gptq |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 2048 |
| Model Max Length | 2048 |
| Transformers Version | 4.29.2 |
| Tokenizer Class | CodeGen25Tokenizer |
| Vocabulary Size | 51200 |
| Torch Data Type | float32 |
Best Alternatives to Codegen25 7B Mono GPTQ
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Yarn Llama 2 7B 128K GPTQ | 128K / 3.9 GB | 126 | 7 |
| Yarn Llama 2 7B 64K GPTQ | 64K / 3.9 GB | 58 | 1 |
| ... 7B 32K Instructions V4 Marlin | 32K / 4.1 GB | 8 | 0 |
| Aixcoder 7B GPTQ | 32K / 4.5 GB | 8 | 1 |
| Calm2 7B Chat GPTQ | 32K / 4.4 GB | 43 | 6 |
| ...Calm2 7B Chat GPTQ Calib Ja 1K | 32K / 4.4 GB | 17 | 5 |
| Llama 2 7B 32K Instruct GPTQ | 32K / 3.9 GB | 76 | 27 |
| Codebear 7B 4bit | 16K / 3.9 GB | 11 | 1 |
| ...a 7B Instruct GPTQ Calib Ja 1K | 16K / 3.9 GB | 9 | 0 |
| CodeLlama 7B Instruct GPTQ | 16K / 3.9 GB | 717 | 46 |
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/Codegen25-7B-mono-GPTQ .
Rank the Codegen25 7B Mono GPTQ Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227