Arxiv:1910.09700 4-bit 4bit Autotrain compatible Bitsandbytes Conversational Endpoints compatible Finetuned Instruct Lora Mistral Quantized Region:us Safetensors
Mistral 7B Instruct V0.3 LoRA Finetune 4Bit 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)
Mistral 7B Instruct V0.3 LoRA Finetune 4Bit Parameters and Internals
| LLM Name | Mistral 7B Instruct V0.3 LoRA Finetune 4Bit |
| Repository 🤗 | https://huggingface.co/phucdev/Mistral-7B-Instruct-v0.3-LoRA-Finetune-4Bit |
| Model Size | 7b |
| Required VRAM | 4.1 GB |
| Updated | 2024-11-21 |
| Maintainer | phucdev |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | MistralForCausalLM |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.41.2 |
| Tokenizer Class | LlamaTokenizer |
| Vocabulary Size | 32768 |
| LoRA Model | Yes |
| Torch Data Type | float16 |
Best Alternatives to Mistral 7B Instruct V0.3 LoRA Finetune 4Bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...al Nemo Instruct 2407 Bnb 4bit | 1000K / 8.3 GB | 18519 | 24 |
| ...tral 7B Instruct V0.3 Bnb 4bit | 32K / 4.1 GB | 136104 | 15 |
| Mistral 7B V0.3 Bnb 4bit | 32K / 4.1 GB | 22676 | 11 |
| Mistral 7B Instruct V0.2 4bit | 32K / 4.3 GB | 493 | 1 |
| Mistral 7B Instruct V0.2 Fp16 | 32K / 14.4 GB | 5 | 0 |
| ...tral 7B Instruct V0.2 Bnb 4bit | 32K / 4.1 GB | 17194 | 31 |
| Mistral 7B Instruct V0.2 8bit | 32K / 7.6 GB | 13 | 1 |
| Mistral Turkish V2 | 32K / 14.4 GB | 2862 | 6 |
| Minirewrite | 32K / 15.8 GB | 14 | 0 |
| ...eltemi 7B Instruct V1 BnB 4bit | 32K / 4.6 GB | 37 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than phucdev/Mistral-7B-Instruct-v0.3-LoRA-Finetune-4Bit .
Rank the Mistral 7B Instruct V0.3 LoRA Finetune 4Bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110