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Model: suayptalha/ThinkerLlama-8B-v1 Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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tags:
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- unsloth
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- trl
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- grpo
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- llama
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language:
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- en
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base_model:
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- meta-llama/Llama-3.1-8B-Instruct
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pipeline_tag: text-generation
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library_name: transformers
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datasets:
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- microsoft/orca-math-word-problems-200k
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---
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# Model Details
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Reasoning Llama model series fine-tuned on microsoft/orca-math-word-problems-200k using GRPO(Group Relative Policy Optimization) reinforcement learning technique.
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Base model: meta-llama/Llama-3.1-8B-Instruct
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# Parameters
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- learning_rate = 5e-6,
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- adam_beta1 = 0.9,
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- adam_beta2 = 0.99,
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- weight_decay = 0.1,
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- warmup_ratio = 0.1,
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- lr_scheduler_type = "cosine",
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- optim = "paged_adamw_8bit",
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# Suggested system prompt for reasoning
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```
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Respond in the following format:
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<reasoning>
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...
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</reasoning>
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<answer>
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...
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</answer>
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Do not forget <reasoning></reasoning><answer></answer> tags.
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```
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# Support:
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If you find this work useful, you can support me!
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<a href="https://www.buymeacoffee.com/suayptalha" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>
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config.json
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config.json
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{
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"_name_or_path": "unsloth/meta-llama-3.1-8b-instruct-bnb-4bit",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": 128009,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pad_token_id": 128004,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"high_freq_factor": 4.0,
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"low_freq_factor": 1.0,
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"original_max_position_embeddings": 8192,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.48.2",
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"unsloth_fixed": true,
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"unsloth_version": "2025.2.4",
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"use_cache": true,
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"vocab_size": 128256
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}
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configuration.json
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23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
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|
||||
"pad_token": {
|
||||
"content": "<|finetune_right_pad_id|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:a65c6c5f9764771aa485e6a1f5e63d7d9af8477fe0777148c17476ecb2e09a05
|
||||
size 17210099
|
||||
2067
tokenizer_config.json
Normal file
2067
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user