Adapter Base model:adapter:codellama/c... Base model:codellama/codellama... Code-generation Codegen Dataset:mhhmm/typescript-instr... En Finetuned Instruct Llama Lora Peft Pytorch Region:us Sharded Tensorboard Typescript
Typescript Instruct 20K V2 Parameters and Internals
| LLM Name | Typescript Instruct 20K V2 |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Model Size | 13b |
| Required VRAM | 26 GB |
| Updated | 2024-07-27 |
| Maintainer | mhhmm |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | Adapter |
| License | llama2 |
| Is Biased | none |
| Tokenizer Class | CodeLlamaTokenizer |
| Padding Token | </s> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | q_proj|o_proj|gate_proj|up_proj|down_proj|k_proj|v_proj |
| LoRA Alpha | 32 |
| LoRA Dropout | 0.05 |
| R Param | 16 |
Quantized Models of the Typescript Instruct 20K V2
Model |
Likes |
Downloads |
VRAM |
|---|---|---|---|
| CodeLlama 13B Fp16 | 66 | 28 | 26 GB |
Best Alternatives to Typescript Instruct 20K V2
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| ...10 2024 06 23 06 24 24 3558635 | 0.2 | 0K / 0.8 GB | 5 | 0 |
| ...10 2024 06 22 21 11 23 3558624 | 0.2 | 0K / 0.8 GB | 5 | 0 |
| Typescript Instruct 20K V4 | 0.2 | 0K / 26 GB | 4 | 1 |
| ...lama 13B Instruction Finetune2 | 0.2 | 0K / 0 GB | 4 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than mhhmm/typescript-instruct-20k-v2 .
Rank the Typescript Instruct 20K V2 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501