Alignment-handbook Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a... Codegen Conversational Dataset:reflection-gen/ds code... Dpo Endpoints compatible Generated from trainer Instruct Llama Region:us Safetensors Sharded Tensorflow Trl
Model Card on HF 🤗: https://huggingface.co/yiran-wang3/ds_coder6.7b_reflct_rmsprop_iter1
Ds Coder6.7b Reflct Rmsprop Iter1 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)
Ds Coder6.7B Reflct Rmsprop Iter1 Parameters and Internals
| LLM Name | Ds Coder6.7b Reflct Rmsprop Iter1 |
| Repository 🤗 | https://huggingface.co/yiran-wang3/ds_coder6.7b_reflct_rmsprop_iter1 |
| Base Model(s) | |
| Model Size | 6.7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-12-05 |
| Maintainer | yiran-wang3 |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | LlamaForCausalLM |
| License | other |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.45.0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 32256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Ds Coder6.7B Reflct Rmsprop Iter1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Speechless Coder Ds 6.7B | 16K / 13.5 GB | 1888 | 7 |
| ...s Coder6.7b Reflct Adamw Iter1 | 16K / 13.5 GB | 475 | 0 |
| ...Coder6.7b Reflct Rmsprop Iter1 | 16K / 13.5 GB | 95 | 0 |
| ...Coder6.7b Reflct Rmsprop Iter1 | 16K / 13.5 GB | 110 | 0 |
| ...r6.7b Pos Reflct Rmsprop Iter1 | 16K / 13.5 GB | 87 | 0 |
| ...ir4 Ds Coder6.7b Rmsprop Iter1 | 16K / 13.5 GB | 43 | 0 |
| ...r6.7b Pos Reflct Rmsprop Iter1 | 16K / 13.5 GB | 90 | 0 |
| Ds Coder6.7b Rmsprop Iter1 | 16K / 13.5 GB | 67 | 0 |
| Datascience Coder 6.7B | 16K / 13.5 GB | 1772 | 4 |
| Code 290K 6.7B Instruct | 16K / 13.5 GB | 5 | 6 |
Note: green Score (e.g. "73.2") means that the model is better than yiran-wang3/ds_coder6.7b_reflct_rmsprop_iter1 .
Rank the Ds Coder6.7B Reflct Rmsprop Iter1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124