diff --git a/fuzzing/fuzzer.go b/fuzzing/fuzzer.go
index 8c0269c1..cb9692cd 100644
--- a/fuzzing/fuzzer.go
+++ b/fuzzing/fuzzer.go
@@ -12,6 +12,7 @@ import (
 	"math/big"
 	"math/rand"
 	"path/filepath"
+	"runtime"
 	"sort"
 	"strconv"
 	"strings"
@@ -723,13 +724,24 @@ func (f *Fuzzer) printMetricsLoop() {
 		// Calculate time elapsed since the last update
 		secondsSinceLastUpdate := time.Since(lastPrintedTime).Seconds()
 
+		// Obtain memory usage stats
+		var memStats runtime.MemStats
+		runtime.ReadMemStats(&memStats)
+		memoryUsedMB := memStats.Alloc / 1024 / 1024
+		memoryTotalMB := memStats.Sys / 1024 / 1024
+
 		// Print a metrics update
-		f.logger.Info(colors.Bold, "fuzz: ", colors.Reset,
-			"elapsed: ", colors.Bold, time.Since(startTime).Round(time.Second).String(), colors.Reset,
-			", calls: ", colors.Bold, fmt.Sprintf("%d (%d/sec)", callsTested, uint64(float64(new(big.Int).Sub(callsTested, lastCallsTested).Uint64())/secondsSinceLastUpdate)), colors.Reset,
-			", seq/s: ", colors.Bold, fmt.Sprintf("%d", uint64(float64(new(big.Int).Sub(sequencesTested, lastSequencesTested).Uint64())/secondsSinceLastUpdate)), colors.Reset,
-			", resets/s: ", colors.Bold, fmt.Sprintf("%d", uint64(float64(new(big.Int).Sub(workerStartupCount, lastWorkerStartupCount).Uint64())/secondsSinceLastUpdate)), colors.Reset,
-			", coverage: ", colors.Bold, fmt.Sprintf("%d", f.corpus.ActiveMutableSequenceCount()), colors.Reset)
+		logBuffer := logging.NewLogBuffer()
+		logBuffer.Append(colors.Bold, "fuzz: ", colors.Reset)
+		logBuffer.Append("elapsed: ", colors.Bold, time.Since(startTime).Round(time.Second).String(), colors.Reset)
+		logBuffer.Append(", calls: ", colors.Bold, fmt.Sprintf("%d (%d/sec)", callsTested, uint64(float64(new(big.Int).Sub(callsTested, lastCallsTested).Uint64())/secondsSinceLastUpdate)), colors.Reset)
+		logBuffer.Append(", seq/s: ", colors.Bold, fmt.Sprintf("%d", uint64(float64(new(big.Int).Sub(sequencesTested, lastSequencesTested).Uint64())/secondsSinceLastUpdate)), colors.Reset)
+		logBuffer.Append(", coverage: ", colors.Bold, fmt.Sprintf("%d", f.corpus.ActiveMutableSequenceCount()), colors.Reset)
+		if f.logger.Level() <= zerolog.DebugLevel {
+			logBuffer.Append(", mem: ", colors.Bold, fmt.Sprintf("%v/%v MB", memoryUsedMB, memoryTotalMB), colors.Reset)
+			logBuffer.Append(", resets/s: ", colors.Bold, fmt.Sprintf("%d", uint64(float64(new(big.Int).Sub(workerStartupCount, lastWorkerStartupCount).Uint64())/secondsSinceLastUpdate)), colors.Reset)
+		}
+		f.logger.Info(logBuffer.Elements()...)
 
 		// Update our delta tracking metrics
 		lastPrintedTime = time.Now()
diff --git a/fuzzing/fuzzer_test.go b/fuzzing/fuzzer_test.go
index 978ecbc0..55c845fd 100644
--- a/fuzzing/fuzzer_test.go
+++ b/fuzzing/fuzzer_test.go
@@ -1,11 +1,13 @@
 package fuzzing
 
 import (
+	"encoding/hex"
 	"github.com/crytic/medusa/chain"
 	"github.com/crytic/medusa/events"
 	"github.com/crytic/medusa/fuzzing/calls"
 	"github.com/crytic/medusa/fuzzing/valuegeneration"
 	"github.com/crytic/medusa/utils"
+	"github.com/ethereum/go-ethereum/common"
 	"math/big"
 	"math/rand"
 	"testing"
@@ -595,6 +597,75 @@ func TestValueGenerationSolving(t *testing.T) {
 	}
 }
 
+// TestASTValueExtraction runs a test to ensure appropriate AST values can be mined out of a compiled source's AST.
+func TestASTValueExtraction(t *testing.T) {
+	// Define our expected values to be mined.
+	expectedAddresses := []common.Address{
+		common.HexToAddress("0x7109709ECfa91a80626fF3989D68f67F5b1DD12D"),
+		common.HexToAddress("0x1234567890123456789012345678901234567890"),
+	}
+	expectedIntegers := []string{
+		// Unsigned integer tests
+		"111",                 // no denomination
+		"1",                   // 1 wei (base unit)
+		"2000000000",          // 2 gwei
+		"5000000000000000000", // 5 ether
+		"6",                   // 6 seconds (base unit)
+		"420",                 // 7 minutes
+		"28800",               // 8 hours
+		"777600",              // 9 days
+		"6048000",             // 10 weeks
+
+		// Signed integer tests
+		"-111",                 // no denomination
+		"-1",                   // 1 wei (base unit)
+		"-2000000000",          // 2 gwei
+		"-5000000000000000000", // 5 ether
+		"-6",                   // 6 seconds (base unit)
+		"-420",                 // 7 minutes
+		"-28800",               // 8 hours
+		"-777600",              // 9 days
+		"-6048000",             // 10 weeks
+	}
+	expectedStrings := []string{
+		"testString",
+		"testString2",
+	}
+	expectedByteSequences := make([][]byte, 0) // no tests yet
+
+	// Run the fuzzer test
+	runFuzzerTest(t, &fuzzerSolcFileTest{
+		filePath: "testdata/contracts/value_generation/ast_value_extraction.sol",
+		configUpdates: func(config *config.ProjectConfig) {
+			config.Fuzzing.TestLimit = 1 // stop immediately to simply see what values were mined.
+			config.Fuzzing.Testing.AssertionTesting.Enabled = true
+			config.Fuzzing.Testing.PropertyTesting.Enabled = false
+		},
+		method: func(f *fuzzerTestContext) {
+			// Start the fuzzer
+			err := f.fuzzer.Start()
+			assert.NoError(t, err)
+
+			// Verify all of our expected values exist
+			valueSet := f.fuzzer.BaseValueSet()
+			for _, expectedAddr := range expectedAddresses {
+				assert.True(t, valueSet.ContainsAddress(expectedAddr), "Value set did not contain expected address: %v", expectedAddr.String())
+			}
+			for _, expectedIntegerStr := range expectedIntegers {
+				expectedInteger, ok := new(big.Int).SetString(expectedIntegerStr, 10)
+				assert.True(t, ok, "Could not parse provided expected integer string in test: \"%v\"", expectedIntegerStr)
+				assert.True(t, valueSet.ContainsInteger(expectedInteger), "Value set did not contain expected integer: %v", expectedInteger.String())
+			}
+			for _, expectedString := range expectedStrings {
+				assert.True(t, valueSet.ContainsString(expectedString), "Value set did not contain expected string: \"%v\"", expectedString)
+			}
+			for _, expectedByteSequence := range expectedByteSequences {
+				assert.True(t, valueSet.ContainsBytes(expectedByteSequence), "Value set did not contain expected bytes: \"%v\"", hex.EncodeToString(expectedByteSequence))
+			}
+		},
+	})
+}
+
 // TestVMCorrectness runs tests to ensure block properties are reported consistently within the EVM, as it's configured
 // by the chain.TestChain.
 func TestVMCorrectness(t *testing.T) {
diff --git a/fuzzing/testdata/contracts/value_generation/ast_value_extraction.sol b/fuzzing/testdata/contracts/value_generation/ast_value_extraction.sol
new file mode 100644
index 00000000..02f2e99c
--- /dev/null
+++ b/fuzzing/testdata/contracts/value_generation/ast_value_extraction.sol
@@ -0,0 +1,48 @@
+// This contract verifies the fuzzer can extract AST literals of different subdenominations from the file.
+contract TestContract {
+    function addressValues() public {
+        address x = 0x7109709ECfa91a80626fF3989D68f67F5b1DD12D;
+        assert(x != address(0x1234567890123456789012345678901234567890));
+   }
+    function uintValues() public {
+        // Use all integer denoms
+        uint x = 111;
+        x = 1 wei;
+        x = 2 gwei;
+        //x = 3 szabo;
+        //x = 4 finney;
+        x = 5 ether;
+        x = 6 seconds;
+        x = 7 minutes;
+        x = 8 hours;
+        x = 9 days;
+        x = 10 weeks;
+        //x = 11 years;
+
+        // Dummy assertion that should always pass.
+        assert(x != 0);
+   }
+   function intValues() public {
+           // Use all integer denoms
+           int x = -111;
+           x = -1 wei;
+           x = -2 gwei;
+           //x = -3 szabo;
+           //x = -4 finney;
+           x = -5 ether;
+           x = -6 seconds;
+           x = -7 minutes;
+           x = -8 hours;
+           x = -9 days;
+           x = -10 weeks;
+           //x = -11 years;
+
+           // Dummy assertion that should always pass.
+           assert(x != 0);
+      }
+   function stringValues() public {
+        string memory s = "testString";
+        s = "testString2";
+        assert(true);
+   }
+}
diff --git a/fuzzing/valuegeneration/value_set.go b/fuzzing/valuegeneration/value_set.go
index 77e78b99..883aab73 100644
--- a/fuzzing/valuegeneration/value_set.go
+++ b/fuzzing/valuegeneration/value_set.go
@@ -64,6 +64,12 @@ func (vs *ValueSet) AddAddress(a common.Address) {
 	vs.addresses[a] = nil
 }
 
+// ContainsAddress checks if an address is contained in the ValueSet.
+func (vs *ValueSet) ContainsAddress(a common.Address) bool {
+	_, contains := vs.addresses[a]
+	return contains
+}
+
 // RemoveAddress removes an address item from the ValueSet.
 func (vs *ValueSet) RemoveAddress(a common.Address) {
 	delete(vs.addresses, a)
@@ -85,6 +91,12 @@ func (vs *ValueSet) AddInteger(b *big.Int) {
 	vs.integers[b.String()] = b
 }
 
+// ContainsInteger checks if an integer is contained in the ValueSet.
+func (vs *ValueSet) ContainsInteger(b *big.Int) bool {
+	_, contains := vs.integers[b.String()]
+	return contains
+}
+
 // RemoveInteger removes an integer item from the ValueSet.
 func (vs *ValueSet) RemoveInteger(b *big.Int) {
 	delete(vs.integers, b.String())
@@ -106,6 +118,12 @@ func (vs *ValueSet) AddString(s string) {
 	vs.strings[s] = nil
 }
 
+// ContainsString checks if a string is contained in the ValueSet.
+func (vs *ValueSet) ContainsString(s string) bool {
+	_, contains := vs.strings[s]
+	return contains
+}
+
 // RemoveString removes a string item from the ValueSet.
 func (vs *ValueSet) RemoveString(s string) {
 	delete(vs.strings, s)
@@ -133,6 +151,18 @@ func (vs *ValueSet) AddBytes(b []byte) {
 	vs.bytes[hashStr] = b
 }
 
+// ContainsBytes checks if a byte sequence is contained in the ValueSet.
+func (vs *ValueSet) ContainsBytes(b []byte) bool {
+	// Calculate hash and reset our hash provider
+	vs.hashProvider.Write(b)
+	hashStr := hex.EncodeToString(vs.hashProvider.Sum(nil))
+	vs.hashProvider.Reset()
+
+	// Check if the key exists in our lookup
+	_, contains := vs.bytes[hashStr]
+	return contains
+}
+
 // RemoveBytes removes a byte sequence item from the ValueSet.
 func (vs *ValueSet) RemoveBytes(b []byte) {
 	// Calculate hash and reset our hash provider
diff --git a/fuzzing/valuegeneration/value_set_from_ast.go b/fuzzing/valuegeneration/value_set_from_ast.go
index 11eb9c5a..0051956c 100644
--- a/fuzzing/valuegeneration/value_set_from_ast.go
+++ b/fuzzing/valuegeneration/value_set_from_ast.go
@@ -2,6 +2,7 @@ package valuegeneration
 
 import (
 	"github.com/ethereum/go-ethereum/common"
+	"github.com/shopspring/decimal"
 	"math/big"
 	"strings"
 )
@@ -20,8 +21,16 @@ func (vs *ValueSet) SeedFromAst(ast any) {
 				return // fail silently to continue walking
 			}
 
+			// Extract the subdenomination type
+			tempSubdenomination, obtainedSubdenomination := node["subdenomination"].(string)
+			var literalSubdenomination *string
+			if obtainedSubdenomination {
+				literalSubdenomination = &tempSubdenomination
+			}
+
 			// Seed ValueSet with literals
 			if literalKind == "number" {
+				// If it has a 0x prefix, it won't have decimals
 				if strings.HasPrefix(literalValue, "0x") {
 					if b, ok := big.NewInt(0).SetString(literalValue[2:], 16); ok {
 						vs.AddInteger(b)
@@ -29,7 +38,8 @@ func (vs *ValueSet) SeedFromAst(ast any) {
 						vs.AddAddress(common.BigToAddress(b))
 					}
 				} else {
-					if b, ok := big.NewInt(0).SetString(literalValue, 10); ok {
+					if decValue, err := decimal.NewFromString(literalValue); err == nil {
+						b := getAbsoluteValueFromDenominatedValue(decValue, literalSubdenomination)
 						vs.AddInteger(b)
 						vs.AddInteger(new(big.Int).Neg(b))
 						vs.AddAddress(common.BigToAddress(b))
@@ -42,6 +52,50 @@ func (vs *ValueSet) SeedFromAst(ast any) {
 	})
 }
 
+// getAbsoluteValueFromDenominatedValue converts a given decimal number in a provided denomination to a big.Int
+// that represents its actual calculated value.
+// Note: Decimals must be used as big.Float is prone to similar mantissa-related precision issues as float32/float64.
+// Returns the calculated value given the floating point number in a given denomination.
+func getAbsoluteValueFromDenominatedValue(number decimal.Decimal, denomination *string) *big.Int {
+	// If the denomination is nil, we do nothing
+	if denomination == nil {
+		return number.BigInt()
+	}
+
+	// Otherwise, switch on the type and obtain a multiplier
+	var multiplier decimal.Decimal
+	switch *denomination {
+	case "wei":
+		multiplier = decimal.NewFromFloat32(1)
+	case "gwei":
+		multiplier = decimal.NewFromFloat32(1e9)
+	case "szabo":
+		multiplier = decimal.NewFromFloat32(1e12)
+	case "finney":
+		multiplier = decimal.NewFromFloat32(1e15)
+	case "ether":
+		multiplier = decimal.NewFromFloat32(1e18)
+	case "seconds":
+		multiplier = decimal.NewFromFloat32(1)
+	case "minutes":
+		multiplier = decimal.NewFromFloat32(60)
+	case "hours":
+		multiplier = decimal.NewFromFloat32(60 * 60)
+	case "days":
+		multiplier = decimal.NewFromFloat32(60 * 60 * 24)
+	case "weeks":
+		multiplier = decimal.NewFromFloat32(60 * 60 * 24 * 7)
+	case "years":
+		multiplier = decimal.NewFromFloat32(60 * 60 * 24 * 7 * 365)
+	default:
+		multiplier = decimal.NewFromFloat32(1)
+	}
+
+	// Obtain the transformed number as an integer.
+	transformedValue := number.Mul(multiplier)
+	return transformedValue.BigInt()
+}
+
 // walkAstNodes walks/iterates across an AST for each node, calling the provided walk function with each discovered node
 // as an argument.
 func walkAstNodes(ast any, walkFunc func(node map[string]any)) {
diff --git a/go.mod b/go.mod
index 1aec9600..83b9d462 100644
--- a/go.mod
+++ b/go.mod
@@ -9,6 +9,7 @@ require (
 	github.com/google/uuid v1.3.0
 	github.com/pkg/errors v0.9.1
 	github.com/rs/zerolog v1.29.0
+	github.com/shopspring/decimal v1.3.1
 	github.com/spf13/cobra v1.7.0
 	github.com/spf13/pflag v1.0.5
 	github.com/stretchr/testify v1.8.4
diff --git a/go.sum b/go.sum
index 1c621d8b..7721ec5e 100644
--- a/go.sum
+++ b/go.sum
@@ -259,6 +259,8 @@ github.com/schollz/closestmatch v2.1.0+incompatible/go.mod h1:RtP1ddjLong6gTkbtm
 github.com/sergi/go-diff v1.0.0/go.mod h1:0CfEIISq7TuYL3j771MWULgwwjU+GofnZX9QAmXWZgo=
 github.com/shirou/gopsutil v3.21.11+incompatible h1:+1+c1VGhc88SSonWP6foOcLhvnKlUeu/erjjvaPEYiI=
 github.com/shirou/gopsutil v3.21.11+incompatible/go.mod h1:5b4v6he4MtMOwMlS0TUMTu2PcXUg8+E1lC7eC3UO/RA=
+github.com/shopspring/decimal v1.3.1 h1:2Usl1nmF/WZucqkFZhnfFYxxxu8LG21F6nPQBE5gKV8=
+github.com/shopspring/decimal v1.3.1/go.mod h1:DKyhrW/HYNuLGql+MJL6WCR6knT2jwCFRcu2hWCYk4o=
 github.com/shurcooL/sanitized_anchor_name v1.0.0/go.mod h1:1NzhyTcUVG4SuEtjjoZeVRXNmyL/1OwPU0+IJeTBvfc=
 github.com/smartystreets/assertions v0.0.0-20180927180507-b2de0cb4f26d/go.mod h1:OnSkiWE9lh6wB0YB77sQom3nweQdgAjqCqsofrRNTgc=
 github.com/smartystreets/goconvey v1.6.4/go.mod h1:syvi0/a8iFYH4r/RixwvyeAJjdLS9QV7WQ/tjFTllLA=