Arxiv:2101.00027 Arxiv:2201.07311 Arxiv:2203.13474 Autotrain compatible Code Code-generation Codegen Diff model En Endpoints compatible License:mit Pytorch Region:us The pile
Rank the Diff Codegen 6B V2 Capabilities
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Best Alternatives to Diff Codegen 6B V2
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Codegen 6B Mono Sharded Bnb | — | 0K / 14.1 GB | 8 | 2 |
| Codegen 6B Mono | — | 0K / 14.3 GB | 310 | 36 |
| Codegen 6B Multi | — | 0K / 14.3 GB | 2603 | 18 |
| Codegen 6B Nl | — | 0K / 14.3 GB | 3748 | 4 |
| ...egen 6B Nl Lora Adapter Merged | — | 0K / 14.3 GB | 8 | 1 |
| ...en 6B Mono Lora Adapter Merged | — | 0K / 14.3 GB | 12 | 0 |
| Nsql 6B | — | 0K / 28.4 GB | 62 | 50 |
| ...n 6B Mono Instruct Py Critique | — | 0K / 28.4 GB | 9 | 2 |
| ...en 6B Mono Instruct Py Revised | — | 0K / 28.4 GB | 9 | 2 |
| ...gen 6B Nl Instruct Py Critique | — | 0K / 28.4 GB | 9 | 1 |
Diff Codegen 6B V2 Parameters and Internals
| LLM Name | Diff Codegen 6B V2 |
| Repository | Open on 🤗 |
| Model Size | 6b |
| Required VRAM | 14.3 GB |
| Updated | 2024-06-24 |
| Maintainer | CarperAI |
| Model Type | codegen |
| Model Files | |
| Supported Languages | en code |
| Generates Code | Yes |
| Model Architecture | CodeGenForCausalLM |
| License | mit |
| Model Max Length | 2048 |
| Transformers Version | 4.22.0.dev0 |
| Tokenizer Class | GPT2Tokenizer |
| Vocabulary Size | 50295 |
| Initializer Range | 0.02 |
| Torch Data Type | float16 |
| Activation Function | gelu_new |
| Attention Dropout | 0 |
| Embedding Dropout | 0 |
| Layer Norm Epsilon | 1.0E-5 |
| Summary First Dropout | 0.1 |
| Summary Type | cls_index |
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801