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Upload NFT baseline logs and checkpoint artifacts

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  1. .gitattributes +5 -34
  2. README.md +72 -0
  3. SHA256SUMS +85 -0
  4. artifact_manifest.jsonl +85 -0
  5. experiment_provenance.csv +3 -0
  6. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/README.md +202 -0
  7. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/adapter_config.json +38 -0
  8. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/adapter_model.safetensors +3 -0
  9. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/old/adapter_config.json +38 -0
  10. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/old/adapter_model.safetensors +3 -0
  11. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/optimizer.pt +3 -0
  12. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/scaler.pt +3 -0
  13. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/lora/README.md +202 -0
  14. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/lora/adapter_config.json +38 -0
  15. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/lora/adapter_model.safetensors +3 -0
  16. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/lora/old/adapter_config.json +38 -0
  17. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/lora/old/adapter_model.safetensors +3 -0
  18. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/optimizer.pt +3 -0
  19. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-120/scaler.pt +3 -0
  20. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/lora/README.md +202 -0
  21. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/lora/adapter_config.json +38 -0
  22. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/lora/adapter_model.safetensors +3 -0
  23. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/lora/old/adapter_config.json +38 -0
  24. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/lora/old/adapter_model.safetensors +3 -0
  25. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/optimizer.pt +3 -0
  26. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-150/scaler.pt +3 -0
  27. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/lora/README.md +202 -0
  28. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/lora/adapter_config.json +38 -0
  29. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/lora/adapter_model.safetensors +3 -0
  30. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/lora/old/adapter_config.json +38 -0
  31. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/lora/old/adapter_model.safetensors +3 -0
  32. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/optimizer.pt +3 -0
  33. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-180/scaler.pt +3 -0
  34. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/lora/README.md +202 -0
  35. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/lora/adapter_config.json +38 -0
  36. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/lora/adapter_model.safetensors +3 -0
  37. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/lora/old/adapter_config.json +38 -0
  38. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/lora/old/adapter_model.safetensors +3 -0
  39. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/optimizer.pt +3 -0
  40. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-210/scaler.pt +3 -0
  41. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/lora/README.md +202 -0
  42. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/lora/adapter_config.json +38 -0
  43. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/lora/adapter_model.safetensors +3 -0
  44. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/lora/old/adapter_config.json +38 -0
  45. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/lora/old/adapter_model.safetensors +3 -0
  46. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/optimizer.pt +3 -0
  47. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-240/scaler.pt +3 -0
  48. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-30/lora/README.md +202 -0
  49. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-30/lora/adapter_config.json +38 -0
  50. logs/nft/sd3_v0/geneval/checkpoints/checkpoint-30/lora/adapter_model.safetensors +3 -0
.gitattributes CHANGED
@@ -1,35 +1,6 @@
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- *.7z filter=lfs diff=lfs merge=lfs -text
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- *.arrow filter=lfs diff=lfs merge=lfs -text
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- *.bin filter=lfs diff=lfs merge=lfs -text
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- *.bz2 filter=lfs diff=lfs merge=lfs -text
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- *.ckpt filter=lfs diff=lfs merge=lfs -text
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- *.ftz filter=lfs diff=lfs merge=lfs -text
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- *.gz filter=lfs diff=lfs merge=lfs -text
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- *.h5 filter=lfs diff=lfs merge=lfs -text
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- *.rar filter=lfs diff=lfs merge=lfs -text
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  *.safetensors filter=lfs diff=lfs merge=lfs -text
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- saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ * text=auto
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.wandb filter=lfs diff=lfs merge=lfs -text
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+ *.log filter=lfs diff=lfs merge=lfs -text
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+ *.tar.zst filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
README.md ADDED
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+ ---
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+ base_model: stabilityai/stable-diffusion-3.5-medium
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+ library_name: diffusers
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+ pipeline_tag: text-to-image
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+ tags:
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+ - lora
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+ - diffusionnft
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+ - baseline
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+ - training-logs
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+ ---
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+
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+ # DiffusionNFT baselines
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+
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+ Logs and LoRA checkpoint artifacts for **baseline experiments only**.
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+ Rank-aware algorithm experiments are excluded.
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+
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+ Included runs:
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+
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+ - `nft_sd3_geneval_2026.04.20_11.18.57`
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+ - `nft_sd3_geneval_2026.04.22_04.13.06`
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+
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+ The archive contains 9 checkpoint directories and
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+ 703 source files (2.489 GiB before
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+ media compression; 2.488 GiB of published payload).
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+ These are adapters for Stable Diffusion 3.5 Medium, not the base model weights.
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+
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+ ## Provenance and checkpoint ownership
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+
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+ `experiment_provenance.csv` records the selected runs' saved Git commits,
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+ configurations, and baseline classification.
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+
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+ The April 20 and April 22 runs record the upstream NVlabs/DiffusionNFT commit
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+ `cbb14f84b8312b620390dfcbe2fab69c1383b104`, with principal hyperparameters matching
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+ the upstream configuration. No working-tree snapshot or uncommitted diff was
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+ saved, so a byte-for-byte pristine source tree cannot be proved.
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+
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+ Both runs recorded `logs/nft/sd3/geneval` as their checkpoint save directory.
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+ That directory was later reused by the April 23 run. The timestamps of
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+ `logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0` through `checkpoint-240`
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+ (every 30 steps) align with the April 20 run, indicating a likely archived copy.
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+ There is no explicit move record. These artifacts retain their original paths.
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+ **No separately identifiable April 22 checkpoints were found.**
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+
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+ ## Contents
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+
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+ - `logs/nft_sd3_*/wandb/run-*/`: W&B binary records, configs, summaries, output
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+ logs, environment records, and generated-media archives for the selected runs.
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+ - `logs/nft/sd3_v0/geneval/`: the April 20-associated checkpoint archive,
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+ including LoRA, old-policy LoRA, optimizer state, and scaler state.
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+ - `artifact_manifest.jsonl`: payload paths, sizes, SHA-256 values, and source-file counts.
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+ - `SHA256SUMS`: checksums for all payload files.
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+ - `symlink_aliases.json`: original convenience aliases; target files are included
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+ once instead of duplicating `latest-run` and debug-log aliases.
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+
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+ ## Download and extract
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+
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+ Use the Hugging Face CLI or `huggingface_hub` to download selected files.
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+ Generated images are preserved losslessly in `media.tar.zst` next to their
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+ original parent directory. With GNU tar and zstd installed:
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+
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+ ```bash
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+ sha256sum -c SHA256SUMS
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+ tar --zstd -xf path/to/media.tar.zst -C path/to/parent
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+ ```
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+
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+ Run checksum verification from the repository root. Original local files were
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+ not modified. Credential-pattern scans were performed before publication;
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+ redaction counts, if any, are recorded in the manifest.
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+
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+ Upstream code: https://github.com/NVlabs/DiffusionNFT
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+
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+ Base model: https://huggingface.co/stabilityai/stable-diffusion-3.5-medium
SHA256SUMS ADDED
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experiment_provenance.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ run_name,classification,code_provenance,algorithm,git_commit,git_remote,launch_args,rank_aware_enabled,pl_version,weight_mode,mix_lambda,aux_mu,eval_num_steps,train_batch_size,num_batches_per_epoch,gradient_accumulation_steps,recorded_save_dir,last_logged_step,metadata_path,config_path,notes
2
+ nft_sd3_geneval_2026.04.20_11.18.57,原版NFT baseline候选,原仓库commit;未保存工作区快照,NFT baseline,cbb14f84b8312b620390dfcbe2fab69c1383b104,https://github.com/NVlabs/DiffusionNFT.git,--config config/nft.py:sd3_geneval,absent,,,,,40,9,16,16,logs/nft/sd3/geneval,251,logs/nft_sd3_geneval_2026.04.20_11.18.57/wandb/run-20260420_111901-run_20260420_5eee4cae/files/wandb-metadata.json,logs/nft_sd3_geneval_2026.04.20_11.18.57/wandb/run-20260420_111901-run_20260420_5eee4cae/files/config.yaml,remote=NVlabs/DiffusionNFT,commit=cbb14f8,主要训练/采样配置与上游一致;无代码快照或工作区diff,不能证明逐文件未改。 三次早期运行共用save_dir;现存该目录checkpoint时间对应4/23运行,不能把同路径文件归给4/20或4/22。 logs/nft/sd3_v0/geneval/checkpoints(0至240)时间与本次运行吻合,疑为归档;未发现直接迁移记录。
3
+ nft_sd3_geneval_2026.04.22_04.13.06,原版NFT baseline候选,原仓库commit;未保存工作区快照,NFT baseline,cbb14f84b8312b620390dfcbe2fab69c1383b104,https://github.com/NVlabs/DiffusionNFT.git,--config config/nft.py:sd3_geneval,absent,,,,,40,9,16,16,logs/nft/sd3/geneval,39,logs/nft_sd3_geneval_2026.04.22_04.13.06/wandb/run-20260422_041321-run_20260422_e483d067/files/wandb-metadata.json,logs/nft_sd3_geneval_2026.04.22_04.13.06/wandb/run-20260422_041321-run_20260422_e483d067/files/config.yaml,remote=NVlabs/DiffusionNFT,commit=cbb14f8,主要训练/采样配置与上游一致;无代码快照或工作区diff,不能证明逐文件未改。 三次早期运行共用save_dir;现存该目录checkpoint时间对应4/23运行,不能把同路径文件归给4/20或4/22。
logs/nft/sd3_v0/geneval/checkpoints/checkpoint-0/lora/README.md ADDED
@@ -0,0 +1,202 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: /mnt/bn/dawei2/liujin/caches/huggingface/hub/models--stabilityai--stable-diffusion-3.5-medium/snapshots/b940f670f0eda2d07fbb75229e779da1ad11eb80/transformer
3
+ library_name: peft
4
+ ---
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+
6
+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+
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+
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
22
+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
25
+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
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+ ### Model Sources [optional]
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+
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+ <!-- Provide the basic links for the model. -->
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+
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+ - **Repository:** [More Information Needed]
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+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
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+
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+ ## Uses
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+
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ ### Direct Use
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+
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+
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+ [More Information Needed]
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+
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+ ### Downstream Use [optional]
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+
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+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
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+
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+ [More Information Needed]
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+
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+ ### Out-of-Scope Use
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+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
+ - **Hours used:** [More Information Needed]
149
+ - **Cloud Provider:** [More Information Needed]
150
+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
158
+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
170
+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.10.0
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+ base_model: /mnt/bn/dawei2/liujin/caches/huggingface/hub/models--stabilityai--stable-diffusion-3.5-medium/snapshots/b940f670f0eda2d07fbb75229e779da1ad11eb80/transformer
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+ library_name: peft
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+ ---
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+
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+ # Model Card for Model ID
7
+
8
+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
13
+
14
+ ### Model Description
15
+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
35
+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
+ - **Hours used:** [More Information Needed]
149
+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
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+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
170
+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.10.0
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+ library_name: peft
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
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+
14
+ ### Model Description
15
+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
23
+ - **Model type:** [More Information Needed]
24
+ - **Language(s) (NLP):** [More Information Needed]
25
+ - **License:** [More Information Needed]
26
+ - **Finetuned from model [optional]:** [More Information Needed]
27
+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
35
+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
124
+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
130
+
131
+ #### Summary
132
+
133
+
134
+
135
+ ## Model Examination [optional]
136
+
137
+ <!-- Relevant interpretability work for the model goes here -->
138
+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
151
+ - **Carbon Emitted:** [More Information Needed]
152
+
153
+ ## Technical Specifications [optional]
154
+
155
+ ### Model Architecture and Objective
156
+
157
+ [More Information Needed]
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+
159
+ ### Compute Infrastructure
160
+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
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+
171
+ ## Citation [optional]
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+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
182
+
183
+ ## Glossary [optional]
184
+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
186
+
187
+ [More Information Needed]
188
+
189
+ ## More Information [optional]
190
+
191
+ [More Information Needed]
192
+
193
+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
196
+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.10.0
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+ library_name: peft
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+ ---
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+
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+ # Model Card for Model ID
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+
8
+ <!-- Provide a quick summary of what the model is/does. -->
9
+
10
+
11
+
12
+ ## Model Details
13
+
14
+ ### Model Description
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+
16
+ <!-- Provide a longer summary of what this model is. -->
17
+
18
+
19
+
20
+ - **Developed by:** [More Information Needed]
21
+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+
28
+ ### Model Sources [optional]
29
+
30
+ <!-- Provide the basic links for the model. -->
31
+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
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+
36
+ ## Uses
37
+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
41
+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
81
+
82
+ [More Information Needed]
83
+
84
+ ### Training Procedure
85
+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
87
+
88
+ #### Preprocessing [optional]
89
+
90
+ [More Information Needed]
91
+
92
+
93
+ #### Training Hyperparameters
94
+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
96
+
97
+ #### Speeds, Sizes, Times [optional]
98
+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
100
+
101
+ [More Information Needed]
102
+
103
+ ## Evaluation
104
+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
106
+
107
+ ### Testing Data, Factors & Metrics
108
+
109
+ #### Testing Data
110
+
111
+ <!-- This should link to a Dataset Card if possible. -->
112
+
113
+ [More Information Needed]
114
+
115
+ #### Factors
116
+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
118
+
119
+ [More Information Needed]
120
+
121
+ #### Metrics
122
+
123
+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
125
+ [More Information Needed]
126
+
127
+ ### Results
128
+
129
+ [More Information Needed]
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+
131
+ #### Summary
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+
133
+
134
+
135
+ ## Model Examination [optional]
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+
137
+ <!-- Relevant interpretability work for the model goes here -->
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+
139
+ [More Information Needed]
140
+
141
+ ## Environmental Impact
142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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+
153
+ ## Technical Specifications [optional]
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+
155
+ ### Model Architecture and Objective
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+
157
+ [More Information Needed]
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+
159
+ ### Compute Infrastructure
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+
161
+ [More Information Needed]
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+
163
+ #### Hardware
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+
165
+ [More Information Needed]
166
+
167
+ #### Software
168
+
169
+ [More Information Needed]
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+
171
+ ## Citation [optional]
172
+
173
+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
178
+
179
+ **APA:**
180
+
181
+ [More Information Needed]
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+
183
+ ## Glossary [optional]
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+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
187
+ [More Information Needed]
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+
189
+ ## More Information [optional]
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+
191
+ [More Information Needed]
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+
193
+ ## Model Card Authors [optional]
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+
195
+ [More Information Needed]
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+
197
+ ## Model Card Contact
198
+
199
+ [More Information Needed]
200
+ ### Framework versions
201
+
202
+ - PEFT 0.10.0
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
10
+
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+
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+
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+
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+ ### Model Sources [optional]
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+
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+ <!-- Provide the basic links for the model. -->
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+
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+ - **Repository:** [More Information Needed]
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+ - **Paper [optional]:** [More Information Needed]
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+ - **Demo [optional]:** [More Information Needed]
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+
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+ ## Uses
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+
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
40
+ ### Direct Use
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+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
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+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
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+
56
+ [More Information Needed]
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+
58
+ ## Bias, Risks, and Limitations
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+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+
62
+ [More Information Needed]
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+
64
+ ### Recommendations
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+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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+
70
+ ## How to Get Started with the Model
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+
72
+ Use the code below to get started with the model.
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+
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+ [More Information Needed]
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+
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+ ## Training Details
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+
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+ ### Training Data
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+
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+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
84
+ ### Training Procedure
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+
86
+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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+
88
+ #### Preprocessing [optional]
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+
90
+ [More Information Needed]
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+
92
+
93
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+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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+
97
+ #### Speeds, Sizes, Times [optional]
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+
99
+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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+ [More Information Needed]
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+
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+
105
+ <!-- This section describes the evaluation protocols and provides the results. -->
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+
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+ #### Testing Data
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+
111
+ <!-- This should link to a Dataset Card if possible. -->
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+
113
+ [More Information Needed]
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+
115
+ #### Factors
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+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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+
119
+ [More Information Needed]
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+
121
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
127
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+
129
+ [More Information Needed]
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+
131
+ #### Summary
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+
133
+
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+
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+
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+ <!-- Relevant interpretability work for the model goes here -->
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+
139
+ [More Information Needed]
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+
141
+ ## Environmental Impact
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+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
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+ - **Hardware Type:** [More Information Needed]
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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+
153
+ ## Technical Specifications [optional]
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+
155
+ ### Model Architecture and Objective
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+
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+ [More Information Needed]
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+
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+ ### Compute Infrastructure
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+
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+ [More Information Needed]
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+
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+ #### Hardware
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+
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+ [More Information Needed]
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+
167
+ #### Software
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+
169
+ [More Information Needed]
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+
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+ ## Citation [optional]
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
175
+ **BibTeX:**
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+
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+ [More Information Needed]
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+
179
+ **APA:**
180
+
181
+ [More Information Needed]
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+
183
+ ## Glossary [optional]
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+
185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
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+ [More Information Needed]
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+
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+ ## More Information [optional]
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+
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+ [More Information Needed]
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+ ## Model Card Authors [optional]
194
+
195
+ [More Information Needed]
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+
197
+ ## Model Card Contact
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+
199
+ [More Information Needed]
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
18
+
19
+
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+
28
+ ### Model Sources [optional]
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+
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+ <!-- Provide the basic links for the model. -->
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+
32
+ - **Repository:** [More Information Needed]
33
+ - **Paper [optional]:** [More Information Needed]
34
+ - **Demo [optional]:** [More Information Needed]
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+
36
+ ## Uses
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+
38
+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
39
+
40
+ ### Direct Use
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+
42
+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
+
44
+ [More Information Needed]
45
+
46
+ ### Downstream Use [optional]
47
+
48
+ <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
49
+
50
+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
53
+
54
+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
56
+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
60
+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
61
+
62
+ [More Information Needed]
63
+
64
+ ### Recommendations
65
+
66
+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
67
+
68
+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
69
+
70
+ ## How to Get Started with the Model
71
+
72
+ Use the code below to get started with the model.
73
+
74
+ [More Information Needed]
75
+
76
+ ## Training Details
77
+
78
+ ### Training Data
79
+
80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
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+ ### Training Procedure
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+
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+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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+
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+
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+ [More Information Needed]
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+
92
+
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+
95
+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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+
97
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+
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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+ [More Information Needed]
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+
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+
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+ <!-- This section describes the evaluation protocols and provides the results. -->
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+
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+
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+ <!-- This should link to a Dataset Card if possible. -->
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+
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+
117
+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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119
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121
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+ [More Information Needed]
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127
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+
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+ [More Information Needed]
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133
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137
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139
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141
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142
+
143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
144
+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
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+ - **Hours used:** [More Information Needed]
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+ - **Cloud Provider:** [More Information Needed]
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+ - **Compute Region:** [More Information Needed]
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+ - **Carbon Emitted:** [More Information Needed]
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+
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+
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+ [More Information Needed]
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+
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+ #### Software
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+
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+ [More Information Needed]
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+
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+ ## Citation [optional]
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
175
+ **BibTeX:**
176
+
177
+ [More Information Needed]
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+
179
+ **APA:**
180
+
181
+ [More Information Needed]
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+
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+ ## Glossary [optional]
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+
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+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+
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+ [More Information Needed]
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+
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+ ## More Information [optional]
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+ [More Information Needed]
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+
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+ ## Model Card Authors [optional]
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+
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+ [More Information Needed]
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+
197
+ ## Model Card Contact
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+
199
+ [More Information Needed]
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+ ### Framework versions
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+
202
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+ ---
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+ base_model: /mnt/bn/dawei2/liujin/caches/huggingface/hub/models--stabilityai--stable-diffusion-3.5-medium/snapshots/b940f670f0eda2d07fbb75229e779da1ad11eb80/transformer
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+ library_name: peft
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+ - **Developed by:** [More Information Needed]
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+ - **Funded by [optional]:** [More Information Needed]
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+ - **Shared by [optional]:** [More Information Needed]
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+ - **Model type:** [More Information Needed]
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+ - **Language(s) (NLP):** [More Information Needed]
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+ - **License:** [More Information Needed]
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+ - **Finetuned from model [optional]:** [More Information Needed]
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+
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+ ### Model Sources [optional]
29
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+ - **Repository:** [More Information Needed]
33
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34
+ - **Demo [optional]:** [More Information Needed]
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+
36
+ ## Uses
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ ### Direct Use
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
43
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+ [More Information Needed]
45
+
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+ ### Downstream Use [optional]
47
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48
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+
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+ [More Information Needed]
51
+
52
+ ### Out-of-Scope Use
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+
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+ <!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
55
+
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+ [More Information Needed]
57
+
58
+ ## Bias, Risks, and Limitations
59
+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+
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+ [More Information Needed]
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+
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+ ### Recommendations
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+
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+ <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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+
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+ Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
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+
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+ ## How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ [More Information Needed]
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+
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+ ## Training Details
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+
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+ ### Training Data
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80
+ <!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
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+
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+ [More Information Needed]
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+
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+ ### Training Procedure
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+
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+ <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
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+
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+ #### Preprocessing [optional]
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+
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+ [More Information Needed]
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+
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+
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+ #### Training Hyperparameters
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+
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+ - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
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+
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+ #### Speeds, Sizes, Times [optional]
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+
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+ <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
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+
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+ [More Information Needed]
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+
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+ ## Evaluation
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+ <!-- This section describes the evaluation protocols and provides the results. -->
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+ ### Testing Data, Factors & Metrics
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+
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+ <!-- This should link to a Dataset Card if possible. -->
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+
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+ [More Information Needed]
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+
115
+ #### Factors
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+
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+ <!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
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+
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+ [More Information Needed]
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+
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+ #### Metrics
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+
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+ <!-- These are the evaluation metrics being used, ideally with a description of why. -->
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+
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+ [More Information Needed]
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+
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+ ### Results
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+
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+ [More Information Needed]
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+
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+ #### Summary
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+
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+
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+
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+ ## Model Examination [optional]
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+
137
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138
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139
+ [More Information Needed]
140
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141
+ ## Environmental Impact
142
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143
+ <!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
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+
145
+ Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
146
+
147
+ - **Hardware Type:** [More Information Needed]
148
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+ - **Cloud Provider:** [More Information Needed]
150
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151
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152
+
153
+ ## Technical Specifications [optional]
154
+
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+ ### Model Architecture and Objective
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+ [More Information Needed]
158
+
159
+ ### Compute Infrastructure
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+
161
+ [More Information Needed]
162
+
163
+ #### Hardware
164
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+ [More Information Needed]
166
+
167
+ #### Software
168
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169
+ [More Information Needed]
170
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171
+ ## Citation [optional]
172
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
174
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175
+ **BibTeX:**
176
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177
+ [More Information Needed]
178
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179
+ **APA:**
180
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181
+ [More Information Needed]
182
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183
+ ## Glossary [optional]
184
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185
+ <!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
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+ [More Information Needed]
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+ ## More Information [optional]
190
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191
+ [More Information Needed]
192
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193
+ ## Model Card Authors [optional]
194
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+ [More Information Needed]
196
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+ ## Model Card Contact
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+ [More Information Needed]
200
+ ### Framework versions
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+
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+ - PEFT 0.10.0
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