4-bit 4bit Autotrain compatible Base model:cognitivecomputatio... Base model:quantized:cognitive... Bitsandbytes Conversational Endpoints compatible Pruna-ai Quantized Region:us Safetensors Starcoder2
Cognitivecomputations Dolphincoder Starcoder2 7B Bnb 4bit 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)
Cognitivecomputations Dolphincoder Starcoder2 7B Bnb 4bit Smashed Parameters and Internals
| LLM Name | Cognitivecomputations Dolphincoder Starcoder2 7B Bnb 4bit Smashed |
| Repository 🤗 | https://huggingface.co/PrunaAI/cognitivecomputations-dolphincoder-starcoder2-7b-bnb-4bit-smashed |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 4.4 GB |
| Updated | 2024-09-07 |
| Maintainer | PrunaAI |
| Model Type | starcoder2 |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | Starcoder2ForCausalLM |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.40.0 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 49154 |
| Torch Data Type | float16 |
| Activation Function | gelu |
Best Alternatives to Cognitivecomputations Dolphincoder Starcoder2 7B Bnb 4bit Smashed
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Starcoder2 7B 4bit | 16K / 4.4 GB | 15 | 1 |
| Starcoder2 7B | 16K / 14.4 GB | 27562 | 149 |
| StarCoder2 7B GGUF | 16K / 2.7 GB | 6120 | 13 |
| Starcoder2 7B AWQ | 16K / 4.5 GB | 8 | 1 |
| Dolphincoder Starcoder2 7B | 16K / 14.9 GB | 41 | 11 |
| Starcoder2 7B Int4 Ov | 16K / 3.8 GB | 15 | 0 |
| Jmg Starcoder2 7B 100K | 16K / 14.4 GB | 6 | 0 |
| Starcoder2 7B GPTQ | 16K / 4.5 GB | 25 | 2 |
| Starcoder2 7B Instruct GPTQ | 16K / 4.5 GB | 16 | 1 |
| Speechless Starcoder2 7B | 16K / 14.4 GB | 9 | 5 |
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/cognitivecomputations-dolphincoder-starcoder2-7b-bnb-4bit-smashed .
Rank the Cognitivecomputations Dolphincoder Starcoder2 7B Bnb 4bit Smashed Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803