Arxiv:2310.06825 8-bit 8bit Autotrain compatible Bitsandbytes Endpoints compatible Instruct Mistral Quantized Region:us Safetensors Sharded Tensorflow
Mistral 7B Instruct V0.2 8bit Benchmarks
LMSys ELO: 1072 vs 1272 (so35)-15.7%
ARC: 63.14 vs 96.7 (so35)-34.7%
HellaSwag: 84.88 vs 95.3 (gpt4)-10.9%
MMLU: 60.78 vs 88.3 (so35)-31.2%
TruthfulQA: 68.26 vs 59 (gpt4)15.7%
WinoGrande: 77.19 vs 87.5 (gpt4)-11.8%
GSM8K: 40.03 vs 96.4 (so35)-58.5%
LLME Score: 0.28015
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 V0.2 8bit Parameters and Internals
| LLM Name | Mistral 7B Instruct V0.2 8bit |
| Repository 🤗 | https://huggingface.co/LsTam/Mistral-7B-Instruct-v0.2-8bit |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 7.6 GB |
| Updated | 2024-09-16 |
| Maintainer | LsTam |
| Model Type | mistral |
| Instruction-Based | Yes |
| Model Files | |
| Quantization Type | 8bit |
| Model Architecture | MistralForCausalLM |
| Context Length | 32768 |
| Model Max Length | 32768 |
| Transformers Version | 4.35.2 |
| Vocabulary Size | 32000 |
| Torch Data Type | float16 |
Best Alternatives to Mistral 7B Instruct V0.2 8bit
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...al Nemo Instruct 2407 Bnb 4bit | 1000K / 8.3 GB | 55348 | 21 |
| Mistral 7B V0.3 Bnb 4bit | 32K / 4.1 GB | 24971 | 12 |
| Mistral 7B Instruct V0.2 4bit | 32K / 4.3 GB | 461 | 1 |
| Mistral 7B Instruct V0.2 Fp16 | 32K / 14.4 GB | 5 | 0 |
| ...tral 7B Instruct V0.3 Bnb 4bit | 32K / 4.1 GB | 56849 | 14 |
| ...tral 7B Instruct V0.2 Bnb 4bit | 32K / 4.1 GB | 16424 | 29 |
| Mistral Turkish V2 | 32K / 14.4 GB | 3008 | 6 |
| Minirewrite | 32K / 15.8 GB | 5 | 0 |
| ...eltemi 7B Instruct V1 BnB 4bit | 32K / 4.6 GB | 13 | 0 |
| Mistral7B MatheoAI8 Lora | 32K / 14.4 GB | 8 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than LsTam/Mistral-7B-Instruct-v0.2-8bit .
Rank the Mistral 7B Instruct V0.2 8bit Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803