2bit Autotrain compatible Base model:finetune:gradientai... Base model:gradientai/llama-3-... Conversational Endpoints compatible Instruct Llama Pruna-ai Quantized Region:us
Gradientai Llama 3 8B Instruct 262K HQQ 2bit Smashed 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)
Gradientai Llama 3 8B Instruct 262K HQQ 2bit Smashed Parameters and Internals
| LLM Name | Gradientai Llama 3 8B Instruct 262K HQQ 2bit Smashed |
| Repository 🤗 | https://huggingface.co/PrunaAI/gradientai-Llama-3-8B-Instruct-262k-HQQ-2bit-smashed |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 4 GB |
| Updated | 2024-09-19 |
| Maintainer | PrunaAI |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Quantization Type | 2bit |
| Model Architecture | LlamaForCausalLM |
| Context Length | 262144 |
| Model Max Length | 262144 |
| Transformers Version | 4.40.0 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Vocabulary Size | 128256 |
| Torch Data Type | float16 |
Best Alternatives to Gradientai Llama 3 8B Instruct 262K HQQ 2bit Smashed
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...B Instruct Gradient 1048K 4bit | 1024K / 4.5 GB | 1 | 2 |
| ...B Instruct Gradient 1048K 8bit | 1024K / 8.6 GB | 4 | 1 |
| ...truct Gradient 1048K Bpw6 EXL2 | 1024K / 6.7 GB | 10 | 2 |
| ...truct Gradient 1048K Bpw5 EXL2 | 1024K / 5.8 GB | 5 | 0 |
| Llama 3 8B Instruct 1048K 4bit | 1024K / 4.5 GB | 6 | 25 |
| Llama 3 8B Instruct 1048K 8bit | 1024K / 8.6 GB | 5 | 16 |
| ... Gradient 1048K 8.0bpw H8 EXL2 | 1024K / 8.6 GB | 1 | 3 |
| ...ct Gradient 1048K Bpw2.25 EXL2 | 1024K / 3.4 GB | 5 | 1 |
| Llama 3 8B Instruct 262K 2bit | 256K / 2.5 GB | 3 | 1 |
| ...B Instruct 262k V2 EXL2 8.0bpw | 256K / 8.4 GB | 9 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/gradientai-Llama-3-8B-Instruct-262k-HQQ-2bit-smashed .
Rank the Gradientai Llama 3 8B Instruct 262K HQQ 2bit Smashed Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803