Arxiv:2310.06825 Adapter Base model:adapter:mistralai/m... Base model:mistralai/mixtral-8... Conversational Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2.... Dataset:open-orca/slimorca Finetuned Instruct Lora Mistral Model-index Moe Peft Region:us Safetensors
Mixtral 8x7B Instruct V0.1 Parameters and Internals
| LLM Name | Mixtral 8x7B Instruct V0.1 |
| Repository | Open on 🤗 |
| Base Model(s) | |
| Required VRAM | 0.1 GB |
| Updated | 2024-07-27 |
| Maintainer | dfurman |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <unk> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|v_proj|k_proj|q_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.1 |
| R Param | 64 |
Best Alternatives to Mixtral 8x7B Instruct V0.1
Best Alternatives |
HF Rank |
Context/RAM |
Downloads |
Likes |
|---|---|---|---|---|
| Vfgf | 0.2 | 0K / 0 GB | 19 | 0 |
| Test | 0.2 | 0K / 0 GB | 13 | 0 |
| Results | 0.2 | 0K / 0 GB | 7 | 0 |
| Phi 3 Mini QLoRA | 0.2 | 0K / 0 GB | 153 | 0 |
| Phi 3 Mini 4K Instruct Ru Lora | 0.2 | 0K / 0.1 GB | 19 | 0 |
| Results Phi3 Medium 4k | 0.2 | 0K / 0.1 GB | 5 | 0 |
| Results | 0.2 | 0K / 0.1 GB | 7 | 0 |
| Phi 3 Mini 4K Instruct Sft | 0.2 | 0K / 0 GB | 12 | 0 |
| Phi3AdapterModel | 0.2 | 0K / 0.1 GB | 7 | 0 |
| Phi3 Mini 4K Qlora Adapter | 0.2 | 0K / 0 GB | 31 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than dfurman/Mixtral-8x7B-Instruct-v0.1 .
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072501